pax_global_header00006660000000000000000000000064143273713420014520gustar00rootroot0000000000000052 comment=1ae860cf4e0ce649f448ddc37a67192b276abf63 stable-diffusion-webui/000077500000000000000000000000001432737134200154335ustar00rootroot00000000000000stable-diffusion-webui/.github/000077500000000000000000000000001432737134200167735ustar00rootroot00000000000000stable-diffusion-webui/.github/ISSUE_TEMPLATE/000077500000000000000000000000001432737134200211565ustar00rootroot00000000000000stable-diffusion-webui/.github/ISSUE_TEMPLATE/bug_report.yml000066400000000000000000000052571432737134200240620ustar00rootroot00000000000000name: Bug Report description: You think somethings is broken in the UI title: "[Bug]: " labels: ["bug-report"] body: - type: checkboxes attributes: label: Is there an existing issue for this? description: Please search to see if an issue already exists for the bug you encountered, and that it hasn't been fixed in a recent build/commit. options: - label: I have searched the existing issues and checked the recent builds/commits required: true - type: markdown attributes: value: | *Please fill this form with as much information as possible, don't forget to fill "What OS..." and "What browsers" and *provide screenshots if possible** - type: textarea id: what-did attributes: label: What happened? description: Tell us what happened in a very clear and simple way validations: required: true - type: textarea id: steps attributes: label: Steps to reproduce the problem description: Please provide us with precise step by step information on how to reproduce the bug value: | 1. Go to .... 2. Press .... 3. ... validations: required: true - type: textarea id: what-should attributes: label: What should have happened? description: tell what you think the normal behavior should be validations: required: true - type: input id: commit attributes: label: Commit where the problem happens description: Which commit are you running ? (Do not write *Latest version/repo/commit*, as this means nothing and will have changed by the time we read your issue. Rather, copy the **Commit hash** shown in the cmd/terminal when you launch the UI) validations: required: true - type: dropdown id: platforms attributes: label: What platforms do you use to access UI ? multiple: true options: - Windows - Linux - MacOS - iOS - Android - Other/Cloud - type: dropdown id: browsers attributes: label: What browsers do you use to access the UI ? multiple: true options: - Mozilla Firefox - Google Chrome - Brave - Apple Safari - Microsoft Edge - type: textarea id: cmdargs attributes: label: Command Line Arguments description: Are you using any launching parameters/command line arguments (modified webui-user.py) ? If yes, please write them below render: Shell - type: textarea id: misc attributes: label: Additional information, context and logs description: Please provide us with any relevant additional info, context or log output. stable-diffusion-webui/.github/ISSUE_TEMPLATE/config.yml000066400000000000000000000003131432737134200231430ustar00rootroot00000000000000blank_issues_enabled: false contact_links: - name: WebUI Community Support url: https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions about: Please ask and answer questions here. stable-diffusion-webui/.github/ISSUE_TEMPLATE/feature_request.yml000066400000000000000000000026041432737134200251060ustar00rootroot00000000000000name: Feature request description: Suggest an idea for this project title: "[Feature Request]: " labels: ["suggestion"] body: - type: checkboxes attributes: label: Is there an existing issue for this? description: Please search to see if an issue already exists for the feature you want, and that it's not implemented in a recent build/commit. options: - label: I have searched the existing issues and checked the recent builds/commits required: true - type: markdown attributes: value: | *Please fill this form with as much information as possible, provide screenshots and/or illustrations of the feature if possible* - type: textarea id: feature attributes: label: What would your feature do ? description: Tell us about your feature in a very clear and simple way, and what problem it would solve validations: required: true - type: textarea id: workflow attributes: label: Proposed workflow description: Please provide us with step by step information on how you'd like the feature to be accessed and used value: | 1. Go to .... 2. Press .... 3. ... validations: required: true - type: textarea id: misc attributes: label: Additional information description: Add any other context or screenshots about the feature request here. stable-diffusion-webui/.github/PULL_REQUEST_TEMPLATE/000077500000000000000000000000001432737134200222525ustar00rootroot00000000000000stable-diffusion-webui/.github/PULL_REQUEST_TEMPLATE/pull_request_template.md000066400000000000000000000032361432737134200272170ustar00rootroot00000000000000# Please read the [contributing wiki page](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Contributing) before submitting a pull request! If you have a large change, pay special attention to this paragraph: > Before making changes, if you think that your feature will result in more than 100 lines changing, find me and talk to me about the feature you are proposing. It pains me to reject the hard work someone else did, but I won't add everything to the repo, and it's better if the rejection happens before you have to waste time working on the feature. Otherwise, after making sure you're following the rules described in wiki page, remove this section and continue on. **Describe what this pull request is trying to achieve.** A clear and concise description of what you're trying to accomplish with this, so your intent doesn't have to be extracted from your code. **Additional notes and description of your changes** More technical discussion about your changes go here, plus anything that a maintainer might have to specifically take a look at, or be wary of. **Environment this was tested in** List the environment you have developed / tested this on. As per the contributing page, changes should be able to work on Windows out of the box. - OS: [e.g. Windows, Linux] - Browser [e.g. chrome, safari] - Graphics card [e.g. NVIDIA RTX 2080 8GB, AMD RX 6600 8GB] **Screenshots or videos of your changes** If applicable, screenshots or a video showing off your changes. If it edits an existing UI, it should ideally contain a comparison of what used to be there, before your changes were made. This is **required** for anything that touches the user interface.stable-diffusion-webui/.github/workflows/000077500000000000000000000000001432737134200210305ustar00rootroot00000000000000stable-diffusion-webui/.github/workflows/on_pull_request.yaml000066400000000000000000000026441432737134200251420ustar00rootroot00000000000000# See https://github.com/actions/starter-workflows/blob/1067f16ad8a1eac328834e4b0ae24f7d206f810d/ci/pylint.yml for original reference file name: Run Linting/Formatting on Pull Requests on: - push - pull_request # See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#onpull_requestpull_request_targetbranchesbranches-ignore for syntax docs # if you want to filter out branches, delete the `- pull_request` and uncomment these lines : # pull_request: # branches: # - master # branches-ignore: # - development jobs: lint: runs-on: ubuntu-latest steps: - name: Checkout Code uses: actions/checkout@v3 - name: Set up Python 3.10 uses: actions/setup-python@v3 with: python-version: 3.10.6 - uses: actions/cache@v2 with: path: ~/.cache/pip key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }} restore-keys: | ${{ runner.os }}-pip- - name: Install PyLint run: | python -m pip install --upgrade pip pip install pylint # This lets PyLint check to see if it can resolve imports - name: Install dependencies run : | export COMMANDLINE_ARGS="--skip-torch-cuda-test --exit" python launch.py - name: Analysing the code with pylint run: | pylint $(git ls-files '*.py') stable-diffusion-webui/.gitignore000066400000000000000000000005651432737134200174310ustar00rootroot00000000000000__pycache__ *.ckpt *.pth /ESRGAN/* /SwinIR/* /repositories /venv /tmp /model.ckpt /models/**/* /GFPGANv1.3.pth /gfpgan/weights/*.pth /ui-config.json /outputs /config.json /log /webui.settings.bat /embeddings /styles.csv /params.txt /styles.csv.bak /webui-user.bat /webui-user.sh /interrogate /user.css /.idea notification.mp3 /SwinIR /textual_inversion .vscode /extensions stable-diffusion-webui/.pylintrc000066400000000000000000000001671432737134200173040ustar00rootroot00000000000000# See https://pylint.pycqa.org/en/latest/user_guide/messages/message_control.html [MESSAGES CONTROL] disable=C,R,W,E,I stable-diffusion-webui/CODEOWNERS000066400000000000000000000010141432737134200170220ustar00rootroot00000000000000* @AUTOMATIC1111 /localizations/ar_AR.json @xmodar @blackneoo /localizations/de_DE.json @LunixWasTaken /localizations/es_ES.json @innovaciones /localizations/fr_FR.json @tumbly /localizations/it_IT.json @EugenioBuffo /localizations/ja_JP.json @yuuki76 /localizations/ko_KR.json @36DB /localizations/pt_BR.json @M-art-ucci /localizations/ru_RU.json @kabachuha /localizations/tr_TR.json @camenduru /localizations/zh_CN.json @dtlnor @bgluminous /localizations/zh_TW.json @benlisquare stable-diffusion-webui/README.md000066400000000000000000000242501432737134200167150ustar00rootroot00000000000000# Stable Diffusion web UI A browser interface based on Gradio library for Stable Diffusion. ![](txt2img_Screenshot.png) Check the [custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Scripts) wiki page for extra scripts developed by users. ## Features [Detailed feature showcase with images](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features): - Original txt2img and img2img modes - One click install and run script (but you still must install python and git) - Outpainting - Inpainting - Color Sketch - Prompt Matrix - Stable Diffusion Upscale - Attention, specify parts of text that the model should pay more attention to - a man in a ((tuxedo)) - will pay more attention to tuxedo - a man in a (tuxedo:1.21) - alternative syntax - select text and press ctrl+up or ctrl+down to automatically adjust attention to selected text (code contributed by anonymous user) - Loopback, run img2img processing multiple times - X/Y plot, a way to draw a 2 dimensional plot of images with different parameters - Textual Inversion - have as many embeddings as you want and use any names you like for them - use multiple embeddings with different numbers of vectors per token - works with half precision floating point numbers - train embeddings on 8GB (also reports of 6GB working) - Extras tab with: - GFPGAN, neural network that fixes faces - CodeFormer, face restoration tool as an alternative to GFPGAN - RealESRGAN, neural network upscaler - ESRGAN, neural network upscaler with a lot of third party models - SwinIR and Swin2SR([see here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/2092)), neural network upscalers - LDSR, Latent diffusion super resolution upscaling - Resizing aspect ratio options - Sampling method selection - Adjust sampler eta values (noise multiplier) - More advanced noise setting options - Interrupt processing at any time - 4GB video card support (also reports of 2GB working) - Correct seeds for batches - Live prompt token length validation - Generation parameters - parameters you used to generate images are saved with that image - in PNG chunks for PNG, in EXIF for JPEG - can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI - can be disabled in settings - drag and drop an image/text-parameters to promptbox - Read Generation Parameters Button, loads parameters in promptbox to UI - Settings page - Running arbitrary python code from UI (must run with --allow-code to enable) - Mouseover hints for most UI elements - Possible to change defaults/mix/max/step values for UI elements via text config - Random artist button - Tiling support, a checkbox to create images that can be tiled like textures - Progress bar and live image generation preview - Negative prompt, an extra text field that allows you to list what you don't want to see in generated image - Styles, a way to save part of prompt and easily apply them via dropdown later - Variations, a way to generate same image but with tiny differences - Seed resizing, a way to generate same image but at slightly different resolution - CLIP interrogator, a button that tries to guess prompt from an image - Prompt Editing, a way to change prompt mid-generation, say to start making a watermelon and switch to anime girl midway - Batch Processing, process a group of files using img2img - Img2img Alternative, reverse Euler method of cross attention control - Highres Fix, a convenience option to produce high resolution pictures in one click without usual distortions - Reloading checkpoints on the fly - Checkpoint Merger, a tab that allows you to merge up to 3 checkpoints into one - [Custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Scripts) with many extensions from community - [Composable-Diffusion](https://energy-based-model.github.io/Compositional-Visual-Generation-with-Composable-Diffusion-Models/), a way to use multiple prompts at once - separate prompts using uppercase `AND` - also supports weights for prompts: `a cat :1.2 AND a dog AND a penguin :2.2` - No token limit for prompts (original stable diffusion lets you use up to 75 tokens) - DeepDanbooru integration, creates danbooru style tags for anime prompts (add --deepdanbooru to commandline args) - [xformers](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Xformers), major speed increase for select cards: (add --xformers to commandline args) - via extension: [History tab](https://github.com/yfszzx/stable-diffusion-webui-images-browser): view, direct and delete images conveniently within the UI - Generate forever option - Training tab - hypernetworks and embeddings options - Preprocessing images: cropping, mirroring, autotagging using BLIP or deepdanbooru (for anime) - Clip skip - Use Hypernetworks - Use VAEs - Estimated completion time in progress bar - API - Support for dedicated [inpainting model](https://github.com/runwayml/stable-diffusion#inpainting-with-stable-diffusion) by RunwayML. - via extension: [Aesthetic Gradients](https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients), a way to generate images with a specific aesthetic by using clip images embds (implementation of [https://github.com/vicgalle/stable-diffusion-aesthetic-gradients](https://github.com/vicgalle/stable-diffusion-aesthetic-gradients)) ## Where are Aesthetic Gradients?!?! Aesthetic Gradients are now an extension. You can install it using git: ```commandline git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients extensions/aesthetic-gradients ``` After running this command, make sure that you have `aesthetic-gradients` dir in webui's `extensions` directory and restart the UI. The interface for Aesthetic Gradients should appear exactly the same as it was. ## Where is History/Image browser?!?! Image browser is now an extension. You can install it using git: ```commandline git clone https://github.com/yfszzx/stable-diffusion-webui-images-browser extensions/images-browser ``` After running this command, make sure that you have `images-browser` dir in webui's `extensions` directory and restart the UI. The interface for Image browser should appear exactly the same as it was. ## Installation and Running Make sure the required [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) are met and follow the instructions available for both [NVidia](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs) (recommended) and [AMD](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-AMD-GPUs) GPUs. Alternatively, use online services (like Google Colab): - [List of Online Services](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Online-Services) ### Automatic Installation on Windows 1. Install [Python 3.10.6](https://www.python.org/downloads/windows/), checking "Add Python to PATH" 2. Install [git](https://git-scm.com/download/win). 3. Download the stable-diffusion-webui repository, for example by running `git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git`. 4. Place `model.ckpt` in the `models` directory (see [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) for where to get it). 5. _*(Optional)*_ Place `GFPGANv1.4.pth` in the base directory, alongside `webui.py` (see [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) for where to get it). 6. Run `webui-user.bat` from Windows Explorer as normal, non-administrator, user. ### Automatic Installation on Linux 1. Install the dependencies: ```bash # Debian-based: sudo apt install wget git python3 python3-venv # Red Hat-based: sudo dnf install wget git python3 # Arch-based: sudo pacman -S wget git python3 ``` 2. To install in `/home/$(whoami)/stable-diffusion-webui/`, run: ```bash bash <(wget -qO- https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/webui.sh) ``` ### Installation on Apple Silicon Find the instructions [here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Installation-on-Apple-Silicon). ## Contributing Here's how to add code to this repo: [Contributing](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Contributing) ## Documentation The documentation was moved from this README over to the project's [wiki](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki). ## Credits - Stable Diffusion - https://github.com/CompVis/stable-diffusion, https://github.com/CompVis/taming-transformers - k-diffusion - https://github.com/crowsonkb/k-diffusion.git - GFPGAN - https://github.com/TencentARC/GFPGAN.git - CodeFormer - https://github.com/sczhou/CodeFormer - ESRGAN - https://github.com/xinntao/ESRGAN - SwinIR - https://github.com/JingyunLiang/SwinIR - Swin2SR - https://github.com/mv-lab/swin2sr - LDSR - https://github.com/Hafiidz/latent-diffusion - Ideas for optimizations - https://github.com/basujindal/stable-diffusion - Doggettx - Cross Attention layer optimization - https://github.com/Doggettx/stable-diffusion, original idea for prompt editing. - InvokeAI, lstein - Cross Attention layer optimization - https://github.com/invoke-ai/InvokeAI (originally http://github.com/lstein/stable-diffusion) - Rinon Gal - Textual Inversion - https://github.com/rinongal/textual_inversion (we're not using his code, but we are using his ideas). - Idea for SD upscale - https://github.com/jquesnelle/txt2imghd - Noise generation for outpainting mk2 - https://github.com/parlance-zz/g-diffuser-bot - CLIP interrogator idea and borrowing some code - https://github.com/pharmapsychotic/clip-interrogator - Idea for Composable Diffusion - https://github.com/energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch - xformers - https://github.com/facebookresearch/xformers - DeepDanbooru - interrogator for anime diffusers https://github.com/KichangKim/DeepDanbooru - Initial Gradio script - posted on 4chan by an Anonymous user. Thank you Anonymous user. - (You) stable-diffusion-webui/artists.csv000066400000000000000000003450011432737134200176440ustar00rootroot00000000000000artist,score,category Peter Max,0.99715996,weird Roy Lichtenstein,0.98272276,cartoon Romero Britto,0.9498342,scribbles Keith Haring,0.9431302,weird Hiroshige,0.93995106,ukioe Joan Miró,0.9169429,scribbles Jean-Michel Basquiat,0.90080947,scribbles Katsushika Hokusai,0.8887236,ukioe Paul Klee,0.8868682,scribbles Marc Chagall,0.8868168,scribbles Karl Schmidt-Rottluff,0.88444495,scribbles Howard Hodgkin,0.8808578,scribbles Jean Metzinger,0.88056004,scribbles Alma Thomas,0.87658304,weird Rufino Tamayo,0.8749848,scribbles Utagawa Hiroshige,0.8728796,ukioe Chagall,0.8718535,scribbles Harumi Hironaka,0.86914605,scribbles Hans Hofmann,0.8686159,scribbles Kawanabe Kyōsai,0.86612236,ukioe Andy Warhol,0.8654825,scribbles Barbara Takenaga,0.86223894,scribbles Tatsuro Kiuchi,0.8597267,cartoon Vincent Van Gogh,0.85538065,scribbles Wassily Kandinsky,0.85490596,scribbles Georges Seurat,0.8534801,scribbles Karel Appel,0.8529153,scribbles Sonia Delaunay,0.8506156,scribbles Hokusai,0.85046995,ukioe Eduardo Kobra,0.85036755,weird Fra Angelico,0.84984255,fineart Milton Avery,0.849746,scribbles David Hockney,0.8496144,scribbles Hiroshi Nagai,0.847129,cartoon Aristarkh Lentulov,0.846537,scribbles Lyonel Feininger,0.84573764,scribbles Mary Blair,0.845709,scribbles Ellsworth Kelly,0.8455428,scribbles Jun Kaneko,0.8448367,scribbles Roz Chast,0.8432013,weird Ida Rentoul Outhwaite,0.84275174,scribbles Robert Motherwell,0.8409468,scribbles Garry Winogrand,0.83994275,black-white Andrei Rublev,0.83950496,fineart Alexander Calder,0.83832693,scribbles Tomokazu Matsuyama,0.8376121,scribbles August Macke,0.8362022,scribbles Kazimir Malevich,0.8356527,scribbles Richard Scarry,0.83554685,scribbles Victor Vasarely,0.8335438,scribbles Kitagawa Utamaro,0.83333457,ukioe Matt Bors,0.83252287,scribbles Emil Nolde,0.8323225,scribbles Patrick Caulfield,0.8322225,scribbles Charles Blackman,0.83200824,scribbles Peter Doig,0.83111644,scribbles Alexej von Jawlensky,0.8308932,scribbles Rumiko Takahashi,0.8301817,anime Eileen Agar,0.82945526,scribbles Ernst Ludwig Kirchner,0.82756275,scribbles Nicolas Delort,0.8261329,scribbles Marsden Hartley,0.8250993,scribbles Keith Negley,0.8212553,scribbles Jamini Roy,0.8212199,scribbles Quentin Blake,0.82115215,scribbles Andy Kehoe,0.82063186,cartoon George barbier,0.82046914,fineart Frans Masereel,0.81997275,scribbles Umberto Boccioni,0.81921184,scribbles Conrad Roset,0.8190752,cartoon Paul Ranson,0.81903255,scribbles Yayoi Kusama,0.81886625,weird Tomi Ungerer,0.81848705,scribbles Saul Steinberg,0.81778854,scribbles Jon Klassen,0.81773067,scribbles W.W. 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J. Grandville,0.7321584,fineart David Octavius Hill,0.6333561,digipa-high-impact teamLab,0.7566472,digipa-high-impact Paul Gauguin,0.75635266,scribbles Etel Adnan,0.75631833,scribbles Barbara Kruger,0.7562784,scribbles Franz Marc,0.75538874,scribbles Saul Bass,0.75496316,scribbles El Lissitzky,0.7549487,scribbles Thomas Moran,0.6507399,fineart Claude Monet,0.7541377,fineart David Young Cameron,0.7541016,scribbles W. Heath Robinson,0.75374347,cartoon Yves Klein,0.7536262,fineart Albert Pinkham Ryder,0.7338848,fineart Elizabeth Shippen Green,0.7533686,fineart Robert Stivers,0.5516287,fineart Emily Kame Kngwarreye,0.7532016,weird Charline von Heyl,0.753142,scribbles Frida Kahlo,0.75303876,scribbles Amy Sillman,0.752921,scribbles Emperor Huizong of Song,0.7525214,ukioe Edward Burne-Jones,0.75220466,fineart Brett Weston,0.6891357,black-white Charles E. 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Birge Harrison,0.70989627,fineart Howard Pyle,0.70979863,fineart Diane Dillon,0.70968723,scribbles Hans Erni,0.7096618,scribbles Richard Diebenkorn,0.7096184,scribbles Thomas Gainsborough,0.6759419,fineart Maria Sibylla Merian,0.7093275,fineart François Joseph Heim,0.6175854,fineart E. H. 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Hendricks,0.69986427,n Yoshiyuki Tomino,0.6998095,anime Guido Reni,0.6416875,fineart Lynd Ward,0.69958556,fineart John Constable,0.6907788,fineart František Kupka,0.6993329,fineart Pieter Bruegel The Elder,0.6992879,scribbles Benjamin Gerritsz Cuyp,0.6992173,fineart Nicolas Mignard,0.6988214,fineart Augustus Edwin Mulready,0.6482165,fineart Andrea del Sarto,0.698532,fineart Edward Steichen,0.69837445,black-white James Abbott McNeill Whistler,0.69836813,fineart Alphonse Legros,0.6983243,fineart Ivan Aivazovsky,0.64588225,fineart Giovanni Francesco Barbieri,0.6981316,fineart Grace Cossington Smith,0.69811064,fineart Bert Stern,0.53411555,scribbles Mary Cassatt,0.6980135,fineart Jules Bastien-Lepage,0.69796044,fineart Max Ernst,0.69777006,fineart Kentaro Miura,0.697743,anime Georges Rouault,0.69758564,scribbles Josephine Wall,0.6973667,fineart Anne-Louis Girodet,0.58104825,nudity Bert Hardy,0.6972966,black-white Adriaen van de Velde,0.69716156,fineart Andreas Achenbach,0.61108655,fineart 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Giger,0.6456823,weird Adolph Menzel,0.6455246,fineart Aliza Razell,0.5863178,digipa-high-impact Gerard Seghers,0.6205679,fineart David Aja,0.62812066,scribbles Gustave Courbet,0.64476407,fineart Alexandre Cabanel,0.63849115,fineart Albert Marquet,0.64471006,fineart Harold Harvey,0.64464307,fineart William Wegman,0.6446265,scribbles Harold Gilman,0.6445966,fineart Jeremy Geddes,0.57839495,digipa-high-impact Abraham van Beijeren,0.6356113,fineart Eugène Isabey,0.6160607,fineart Jorge Jacinto,0.58618563,fineart Frederic Leighton,0.64383554,fineart Dave McKean,0.6438012,cartoon Hiromu Arakawa,0.64371413,anime Aaron Douglas,0.6437089,fineart Adolf Dietrich,0.590169,fineart Frederik de Moucheron,0.6435952,fineart Siya Oum,0.6435919,cartoon Alberto Morrocco,0.64352196,fineart Robert Vonnoh,0.6433115,fineart Tom Bagshaw,0.5322264,fineart Guerrilla Girls,0.64309967,digipa-high-impact Johann Wolfgang von Goethe,0.6429888,fineart Charles Le Roux,0.6426594,fineart Auguste Toulmouche,0.64261353,fineart Cindy Sherman,0.58666563,digipa-high-impact Federico Zuccari,0.6425021,fineart Mike Mignola,0.642346,cartoon Cecily Brown,0.6421981,fineart Brian K. 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Manzanedo,0.53841716,fineart John Singleton Copley,0.6264835,fineart Dennis Miller Bunker,0.63078755,fineart Ernie Barnes,0.6307126,cartoon Alison Kinnaird,0.6306353,digipa-high-impact Alex Toth,0.6305541,digipa-high-impact Henry Raeburn,0.6155551,fineart Alice Bailly,0.6305177,fineart Brian Kesinger,0.63037646,scribbles Antoine Blanchard,0.63036835,fineart Ron Walotsky,0.63035095,fineart Kent Monkman,0.63027304,fineart Naomi Okubo,0.5782754,fareast Hercules Seghers,0.62957174,fineart August Querfurt,0.6295643,fineart Samuel Melton Fisher,0.6283333,fineart David Burdeny,0.62950236,digipa-high-impact George Bain,0.58519644,fineart Peter Holme III,0.62938106,fineart Grayson Perry,0.62928164,digipa-high-impact Chris Claremont,0.6292076,digipa-high-impact Dod Procter,0.6291759,fineart Huang Tingjian,0.6290358,fareast Dorothea Warren O'Hara,0.6290113,fineart Ivan Albright,0.6289551,fineart Hubert von Herkomer,0.6288955,fineart Barbara Nessim,0.60589516,digipa-high-impact Henry Scott Tuke,0.6286309,fineart Ditlev Blunck,0.6282925,fineart Sven Nordqvist,0.62828535,fineart Lee Madgwick,0.6281731,fineart Hubert van Eyck,0.6281529,fineart Edmond Bille,0.62339354,fineart Ejnar Nielsen,0.6280824,fineart Arturo Souto,0.6280583,fineart Jean Giraud,0.6279888,fineart Storm Thorgerson,0.6277394,digipa-high-impact Ed Benedict,0.62764007,digipa-high-impact Christoffer Wilhelm Eckersberg,0.6014842,fineart Clarence Holbrook Carter,0.5514105,fineart Dorothy Lockwood,0.6273235,fineart John Singer Sargent,0.6272487,fineart Brigid Derham,0.6270125,digipa-high-impact Henricus Hondius II,0.6268505,fineart Gertrude Harvey,0.5903887,fineart Grant Wood,0.6266253,fineart Fyodor Vasilyev,0.5234919,digipa-med-impact Cagnaccio di San Pietro,0.6261671,fineart Doris Boulton-Maude,0.62593174,fineart Adolf Hirémy-Hirschl,0.5946784,fineart Harold von Schmidt,0.6256755,fineart Martine Johanna,0.6256161,digipa-high-impact Gerald Kelly,0.5579602,digipa-high-impact Ub Iwerks,0.625396,cartoon Dirck van der Lisse,0.6253871,fineart Edouard Riou,0.6250113,fineart Ilya Yefimovich Repin,0.62491584,fineart Martin Johnson Heade,0.59421235,fineart Afarin Sajedi,0.62475824,scribbles Alfred Thompson Bricher,0.6247515,fineart Edwin G. Lucas,0.5553578,fineart Georges Emile Lebacq,0.56175387,fineart Francis Davis Millet,0.5988504,fineart Bill Sienkiewicz,0.6125557,digipa-high-impact Giocondo Albertolli,0.62441677,fineart Victor Nizovtsev,0.6242258,fineart Squeak Carnwath,0.62416434,digipa-high-impact Bill Viola,0.62409425,digipa-high-impact Annie Abernethie Pirie Quibell,0.6240767,fineart Jason Edmiston,0.62405366,fineart Al Capp,0.6239494,fineart Kobayashi Kiyochika,0.6239368,anime Albert Anker,0.62389827,fineart Iain Faulkner,0.62376785,fineart Todd Schorr,0.6237408,fineart Charles Ginner,0.62370133,fineart Emile Auguste Carolus-Duran,0.62353987,fineart John Philip Falter,0.623418,cartoon Chizuko Yoshida,0.6233001,fareast Anna Dittmann,0.62327325,cartoon Henry Snell Gamley,0.62319934,fineart Edmund Charles Tarbell,0.6230626,fineart Rob Gonsalves,0.62298363,fineart Gladys Dawson,0.6228511,fineart Tomma Abts,0.61153626,fineart Kate Beaton,0.53993124,digipa-high-impact Gustave Buchet,0.62243867,fineart Gareth Pugh,0.6223551,digipa-high-impact Caspar van Wittel,0.57871693,fineart Anton Otto Fischer,0.6222941,fineart Albert Guillaume,0.56529653,fineart Felix Octavius Carr Darley,0.62223387,fineart Bernard van Orley,0.62221646,fineart Edward John Poynter,0.60147405,fineart Walter Percy Day,0.62207425,fineart Franciszek Starowieyski,0.5709621,fineart Auguste Baud-Bovy,0.6219854,fineart Chris LaBrooy,0.45497298,digipa-low-impact Abraham de Vries,0.5859101,fineart Antoni Gaudi,0.62162614,fineart Joe Jusko,0.62156093,digipa-high-impact Lynda Barry,0.62154603,digipa-high-impact Michal Karcz,0.62154436,digipa-high-impact Raymond Briggs,0.62150294,fineart Herbert James Gunn,0.6210927,fineart Dwight William Tryon,0.620984,fineart Paul Henry,0.5752968,fineart Helio Oiticica,0.6203739,digipa-high-impact Sebastian Errazuriz,0.62036186,digipa-high-impact Lucian Freud,0.6203146,nudity Frank Auerbach,0.6201102,weird Andre-Charles Boulle,0.6200789,fineart Franz Fedier,0.5669752,fineart Austin Briggs,0.57675314,fineart Hugo Sánchez Bonilla,0.61978436,digipa-high-impact Caroline Chariot-Dayez,0.6195682,digipa-high-impact Bill Ward,0.61953044,digipa-high-impact Charles Bird King,0.6194487,fineart Adrian Ghenie,0.6193521,digipa-high-impact Agnes Cecile,0.6192814,digipa-high-impact Augustus John,0.6191995,fineart Jeffrey T. Larson,0.61913544,fineart Alexis Simon Belle,0.3190395,digipa-low-impact Jean-Baptiste Monge,0.5758537,fineart Adolf Bierbrauer,0.56129396,fineart Ayako Rokkaku,0.61891204,fareast Lisa Keene,0.54570895,digipa-high-impact Edmond Aman-Jean,0.57168096,fineart Marc Davis,0.61837333,cartoon Cerith Wyn Evans,0.61829346,digipa-high-impact George Wyllie,0.61829203,fineart George Luks,0.6182724,fineart William-Adolphe Bouguereau,0.618265,c Grigoriy Myasoyedov,0.61801606,fineart Hashimoto Gahō,0.61795104,fineart Charles Ragland Bunnell,0.61772746,fineart Ambrose McCarthy Patterson,0.61764514,fineart Bill Brauer,0.5824066,fineart Mikko Lagerstedt,0.591015,digipa-high-impact Koson Ohara,0.53635323,fineart Evaristo Baschenis,0.5857368,fineart Martin Ansin,0.5294119,fineart Cory Loftis,0.6168619,cartoon Joseph Stella,0.6166778,fineart André Pijet,0.5768274,fineart Jeff Wall,0.6162895,digipa-high-impact Eleanor Layfield Davis,0.6158844,fineart Saul Tepper,0.61579347,fineart Alex Hirsch,0.6157384,cartoon Alexandre Falguière,0.55011404,fineart Malcolm Liepke,0.6155646,fineart Georg Friedrich Schmidt,0.60364646,fineart Hendrik Kerstens,0.55099905,digipa-high-impact Félix Bódog Widder,0.6153954,fineart Marie Guillemine Benoist,0.61532974,fineart Kelly Mckernan,0.60047054,digipa-high-impact Ignacio Zuloaga,0.6151608,fineart Hubert van Ravesteyn,0.61489964,fineart Angus McKie,0.61487424,digipa-high-impact Colin Campbell Cooper,0.6147882,fineart Pieter Aertsen,0.61454165,fineart Jan Brett,0.6144608,fineart Kazuo Koike,0.61438507,fineart Edith Grace Wheatley,0.61428297,fineart Ogawa Kazumasa,0.61427975,fareast Giovanni Battista Cipriani,0.6022825,fineart André Bauchant,0.57124996,fineart George Abe,0.6140447,digipa-high-impact Georges Lemmen,0.6139967,scribbles Frank Leonard Brooks,0.6139327,fineart Gai Qi,0.613744,anime Frank Gehry,0.6136776,digipa-high-impact Anton Domenico Gabbiani,0.55471313,fineart Cassandra Austen,0.6135781,fineart Paul Gustav Fischer,0.613273,fineart Emiliano Di Cavalcanti,0.6131207,fineart Meryl McMaster,0.6129995,digipa-high-impact Domenico di Pace Beccafumi,0.6129922,fineart Ludwig Mies van der Rohe,0.6126692,fineart Étienne-Louis Boullée,0.6126158,fineart Dali,0.5928694,nudity Shinji Aramaki,0.61246127,anime Giovanni Fattori,0.59544694,fineart Bapu,0.6122084,c Raphael Lacoste,0.5539114,digipa-high-impact Scarlett Hooft Graafland,0.6119631,digipa-high-impact Rene Laloux,0.61190474,fineart Julius Horsthuis,0.59037095,fineart Gerald van Honthorst,0.6115939,fineart Dino Valls,0.611533,fineart Tony DiTerlizzi,0.6114657,cartoon Michael Cheval,0.61138546,anime Charles Schulz,0.6113759,digipa-high-impact Alvar Aalto,0.61122143,digipa-high-impact Gu Kaizhi,0.6110798,fareast Eugene von Guerard,0.6109776,fineart John Cassaday,0.610949,fineart Elizabeth Forbes,0.61092335,fineart Edmund Greacen,0.6109115,fineart Eugène Burnand,0.6107876,fineart Boris Grigoriev,0.6107853,scribbles Norman Rockwell,0.6107638,fineart Barthélemy Menn,0.61064315,fineart George Biddle,0.61058354,fineart Edgar Ainsworth,0.5525424,digipa-high-impact Alfred Leyman,0.5887217,fineart Tex Avery,0.6104007,cartoon Beatrice Ethel Lithiby,0.61030364,fineart Grace Pailthorpe,0.61026484,digipa-high-impact Brian Oldham,0.396231,digipa-low-impact Android Jones,0.61023116,fareast François Girardon,0.5830649,fineart Ib Eisner,0.61016303,digipa-high-impact Armand Point,0.610156,fineart Henri Alphonse Barnoin,0.59465057,fineart Jean Marc Nattier,0.60987425,fineart Francisco de Holanda,0.6091294,fineart Marco Mazzoni,0.60970783,fineart Esaias Boursse,0.6093308,fineart Alexander Deyneka,0.55000365,fineart John Totleben,0.60883725,fineart Al Feldstein,0.6087723,fineart Adam Hughes,0.60854626,anime Ernest Zobole,0.6085073,fineart Alex Gross,0.60837066,digipa-high-impact George Jamesone,0.6079673,fineart Frank Lloyd Wright,0.60793245,scribbles Brooke DiDonato,0.47680336,digipa-med-impact Hans Gude,0.60780364,fineart Ethel Schwabacher,0.60748273,fineart Gladys Kathleen Bell,0.60747695,fineart Adolf Fényes,0.54192233,fineart Carel Willink,0.58120143,fineart George Henry,0.6070727,digipa-high-impact Ronald Balfour,0.60697085,fineart Elsie Dalton Hewland,0.6067718,digipa-high-impact Alex Maleev,0.6067118,fineart Anish Kapoor,0.6067015,digipa-high-impact Aleksandr Ivanovich Laktionov,0.606544,fineart Kim Keever,0.6037775,digipa-high-impact Aleksi Briclot,0.46056762,fineart Raymond Leech,0.6062721,fineart Richard Eurich,0.6062664,fineart Phil Jimenez,0.60625625,cartoon Gao Cen,0.60618126,nudity Mike Deodato,0.6061201,cartoon Charles Haslewood Shannon,0.6060581,fineart Alexandre Jacovleff,0.3991747,digipa-low-impact André Beauneveu,0.584062,fineart Hiroshi Honda,0.60507596,digipa-high-impact Charles Joshua Chaplin,0.60498774,fineart Domenico Zampieri,0.6049726,fineart Gusukuma Seihō,0.60479784,fareast Nikolina Petolas,0.46318632,digipa-low-impact Casey Weldon,0.6047672,cartoon Elmyr de Hory,0.6046374,fineart Nan Goldin,0.6046119,digipa-high-impact Charles McAuley,0.6045995,fineart Archibald Skirving,0.6044234,fineart Elizabeth York Brunton,0.6043737,fineart Dugald Sutherland MacColl,0.6042907,fineart Titian,0.60426414,fineart Ignacy Witkiewicz,0.6042259,fineart Allie Brosh,0.6042061,digipa-high-impact H.P. Lovecraft,0.6039597,digipa-high-impact Andrée Ruellan,0.60395086,fineart Ralph McQuarrie,0.60380936,fineart Mead Schaeffer,0.6036558,fineart Henri-Julien Dumont,0.571257,fineart Kieron Gillen,0.6035093,fineart Maginel Wright Enright Barney,0.6034306,nudity Vincent Di Fate,0.6034131,fineart Briton Rivière,0.6032918,fineart Hajime Sorayama,0.60325956,nudity Béla Czóbel,0.6031023,fineart Edmund Blampied,0.603072,fineart E. Simms Campbell,0.6030443,fineart Hisui Sugiura,0.603034,fareast Alan Davis,0.6029676,fineart Glen Keane,0.60287905,cartoon Frank Holl,0.6027312,fineart Abbott Fuller Graves,0.6025608,fineart Albert Servaes,0.60250103,black-white Hovsep Pushman,0.5937487,fineart Brian M. Viveros,0.60233414,fineart Charles Fremont Conner,0.6023278,fineart Francesco Furini,0.6022654,digipa-high-impact Camille-Pierre Pambu Bodo,0.60191673,fineart Yasushi Nirasawa,0.6016714,nudity Charles Uzzell-Edwards,0.6014683,fineart Abram Efimovich Arkhipov,0.60128385,fineart Hedda Sterne,0.6011857,digipa-high-impact Ben Aronson,0.6011548,fineart Frank Frazetta,0.551121,nudity Elizabeth Durack,0.6010842,fineart Ian Miller,0.42153555,fareast Charlie Bowater,0.4410439,special Michael Carson,0.60039437,fineart Walter Langley,0.6002273,fineart Cornelis Anthonisz,0.6001956,fineart Dorothy Elizabeth Bradford,0.6001929,fineart J.C. Leyendecker,0.5791972,fineart Willem van Haecht,0.59990716,fineart Anna and Elena Balbusso,0.59955937,digipa-low-impact Harrison Fisher,0.59952044,fineart Bill Medcalf,0.59950054,fineart Edward Arthur Walton,0.59945667,fineart Alois Arnegger,0.5991994,fineart Ray Caesar,0.59902894,digipa-high-impact Karen Wallis,0.5990094,fineart Emmanuel Shiu,0.51082766,digipa-med-impact Thomas Struth,0.5988324,digipa-high-impact Barbara Longhi,0.5985706,fineart Richard Deacon,0.59851056,fineart Constantin Hansen,0.5984213,fineart Harold Shapinsky,0.5984175,fineart George Dionysus Ehret,0.5983857,fineart Doug Wildey,0.5983639,digipa-high-impact Fernand Toussaint,0.5982694,fineart Horatio Nelson Poole,0.5982614,fineart Caesar van Everdingen,0.5981566,fineart Eva Gonzalès,0.5981396,fineart Franz Vohwinkel,0.5448179,fineart Margaret Mee,0.5979592,fineart Francis Focer Brown,0.59779185,fineart Henry Moore,0.59767926,nudity Scott Listfield,0.58795893,fineart Nikolai Ge,0.5973643,fineart Jacek Yerka,0.58198756,fineart Margaret Brundage,0.5969077,fineart JC Leyendecker,0.5620243,fineart Ben Templesmith,0.5498991,digipa-high-impact Armin Hansen,0.59669334,anime Jean-Louis Prevost,0.5966897,fineart Daphne Allen,0.59666026,fineart Franz Karl Basler-Kopp,0.59663445,fineart "Henry Ives Cobb, Jr.",0.596385,fineart Michael Sowa,0.546285,fineart Anna Füssli,0.59600973,fineart György Rózsahegyi,0.59580946,fineart Luis Royo,0.59566617,fineart Émile Gallé,0.5955559,fineart Antonio Mora,0.5334297,digipa-high-impact Edward P. Beard Jr.,0.59543866,fineart Jessica Rossier,0.54958373,special André Thomkins,0.5343785,digipa-high-impact David Macbeth Sutherland,0.5949968,fineart Charles Liu,0.5949787,digipa-high-impact Edi Rama,0.5949226,digipa-high-impact Jacques Le Moyne,0.5948843,fineart Egbert van der Poel,0.59488285,fineart Georg Jensen,0.594782,digipa-high-impact Anne Sudworth,0.5947539,fineart Jan Pietersz Saenredam,0.59472525,fineart Henryk Stażewski,0.5945748,fineart André François,0.58402044,fineart Alexander Runciman,0.5944449,digipa-high-impact Thomas Kinkade,0.594391,fineart Robert Williams,0.5567989,digipa-high-impact George Gardner Symons,0.57431924,fineart D. Alexander Gregory,0.5334464,fineart Gerald Brom,0.52473724,fineart Robert Hagan,0.59406,fineart Ernest Crichlow,0.5940588,fineart Viviane Sassen,0.5939927,digipa-high-impact Enrique Simonet,0.5937546,fineart Esther Blaikie MacKinnon,0.593747,digipa-high-impact Jeff Kinney,0.59372896,scribbles Igor Morski,0.5936732,digipa-high-impact John Currin,0.5936216,fineart Bob Ringwood,0.5935273,digipa-high-impact Jordan Grimmer,0.44948143,digipa-low-impact François Barraud,0.5933471,fineart Helen Binyon,0.59331006,digipa-high-impact Brenda Chamberlain,0.5932333,fineart Candido Bido,0.59310603,fineart Abraham Storck,0.5929502,fineart Raphael,0.59278333,fineart Larry Sultan,0.59273386,digipa-high-impact Agostino Tassi,0.59265685,fineart Alexander V. Kuprin,0.5925917,fineart Frans Koppelaar,0.5658725,fineart Richard Corben,0.59251785,fineart David Gilmour Blythe,0.5924247,digipa-high-impact František Kaván,0.5924211,fineart Rob Liefeld,0.5921167,fineart Ernő Rubik,0.5920297,fineart Byeon Sang-byeok,0.59200096,fareast Johfra Bosschart,0.5919376,fineart Emil Lindenfeld,0.5761086,fineart Howard Mehring,0.5917471,fineart Gwenda Morgan,0.5915571,digipa-high-impact Henry Asencio,0.5915404,fineart "George Barret, Sr.",0.5914306,fineart Andrew Ferez,0.5911011,fineart Ed Brubaker,0.5910869,digipa-high-impact George Reid,0.59095883,digipa-high-impact Derek Gores,0.51769906,digipa-med-impact Charles Rollier,0.5539186,fineart Terry Oakes,0.590443,fineart Thomas Blackshear,0.5078616,fineart Albert Benois,0.5902705,nudity Krenz Cushart,0.59026587,special Jeff Koons,0.5902637,digipa-high-impact Akihiko Yoshida,0.5901294,special Anja Percival,0.45039332,digipa-low-impact Eduard von Steinle,0.59008586,fineart Alex Russell Flint,0.5900352,digipa-high-impact Edward Okuń,0.5897297,fineart Emma Lampert Cooper,0.5894849,fineart Stuart Haygarth,0.58132994,digipa-high-impact George French Angas,0.5434376,fineart Edmund F. Ward,0.5892848,fineart Eleanor Vere Boyle,0.58925456,digipa-high-impact Evelyn Cheston,0.58924586,fineart Edwin Dickinson,0.58921975,digipa-high-impact Christophe Vacher,0.47325426,fineart Anne Dewailly,0.58905107,fineart Gertrude Greene,0.5862596,digipa-high-impact Boris Groh,0.5888809,digipa-high-impact Douglas Smith,0.588804,digipa-high-impact Ian Hamilton Finlay,0.5887713,fineart Derek Jarman,0.5887292,digipa-high-impact Archibald Thorburn,0.5882001,fineart Gillis d'Hondecoeter,0.58813053,fineart I Ketut Soki,0.58801544,digipa-high-impact Alex Schomburg,0.46614102,digipa-low-impact Bastien L. Deharme,0.583349,special František Jakub Prokyš,0.58782333,fineart Jesper Ejsing,0.58782053,fineart Odd Nerdrum,0.53551745,digipa-high-impact Tom Lovell,0.5877577,fineart Ayami Kojima,0.5877416,fineart Peter Sculthorpe,0.5875696,fineart Bernard D’Andrea,0.5874042,fineart Denis Eden,0.58739066,digipa-high-impact Alfons Walde,0.58728385,fineart Jovana Rikalo,0.47006977,digipa-low-impact Franklin Booth,0.5870834,fineart Mat Collishaw,0.5870676,digipa-high-impact Joseph Lorusso,0.586858,fineart Helen Stevenson,0.454647,digipa-low-impact Delaunay,0.58657396,fineart H.R. Millar,0.58655745,fineart E. Charlton Fortune,0.586376,fineart Alson Skinner Clark,0.58631575,fineart Stan And Jan Berenstain,0.5862361,digipa-high-impact Howard Lyon,0.5862271,fineart John Blanche,0.586182,fineart Bernardo Cavallino,0.5858575,fineart Tomasz Alen Kopera,0.5216588,fineart Peter Gric,0.58583695,fineart Guo Pei,0.5857794,fareast James Turrell,0.5853901,digipa-high-impact Alexandr Averin,0.58533764,fineart Bertalan Székely,0.5548113,digipa-high-impact Brothers Hildebrandt,0.5850233,fineart Ed Roth,0.5849769,digipa-high-impact Enki Bilal,0.58492255,fineart Alan Lee,0.5848701,fineart Charles H. Woodbury,0.5848688,fineart André Charles Biéler,0.5847876,fineart Annie Rose Laing,0.5597829,fineart Matt Fraction,0.58463776,cartoon Charles Alston,0.58453286,fineart Frank Xavier Leyendecker,0.545465,fineart Alfred Richard Gurrey,0.584306,fineart Dan Mumford,0.5843051,cartoon Francisco Martín,0.5842005,fineart Alvaro Siza,0.58406967,digipa-high-impact Frank J. Girardin,0.5839858,fineart Henry Carr,0.58397424,digipa-high-impact Charles Furneaux,0.58394694,fineart Daniel F. Gerhartz,0.58389103,fineart Gilberto Soren Zaragoza,0.5448442,fineart Bart Sears,0.5838427,cartoon Allison Bechdel,0.58383805,digipa-high-impact Frank O'Meara,0.5837992,fineart Charles Codman,0.5836579,fineart Francisco Zúñiga,0.58359766,fineart Vladimir Kush,0.49075457,fineart Arnold Mesches,0.5834257,fineart Frank McKelvey,0.5831641,fineart Allen Butler Talcott,0.5830911,fineart Eric Zener,0.58300316,fineart Noah Bradley,0.44176096,digipa-low-impact Robert Childress,0.58289623,fineart Frances C. Fairman,0.5827239,fineart Kathryn Morris Trotter,0.465856,digipa-low-impact Everett Raymond Kinstler,0.5824819,fineart Edward Mitchell Bannister,0.5804899,fineart "George Barret, Jr.",0.5823128,fineart Greg Hildebrandt,0.4271311,fineart Anka Zhuravleva,0.5822078,digipa-high-impact Rolf Armstrong,0.58217514,fineart Eric Wallis,0.58191466,fineart Clemens Ascher,0.5480207,digipa-high-impact Hugo Kārlis Grotuss,0.5818766,fineart Albert Paris Gütersloh,0.5817827,fineart Hilda May Gordon,0.5817449,fineart Hendrik Martenszoon Sorgh,0.5817126,fineart Pipilotti Rist,0.5816868,digipa-high-impact Hiroyuki Tajima,0.5816242,fareast Igor Zenin,0.58159757,digipa-high-impact Genevieve Springston Lynch,0.4979099,digipa-med-impact Dan Witz,0.44476372,fineart David Roberts,0.5255326,fineart Frieke Janssens,0.5706969,digipa-high-impact Arnold Schoenberg,0.56520367,fineart Inoue Naohisa,0.5809933,fareast Elfriede Lohse-Wächtler,0.58097905,fineart Alex Ross,0.42460668,digipa-low-impact Robert Irwin,0.58078,c Charles Angrand,0.58077514,fineart Anne Nasmyth,0.54221964,fineart Henri Bellechose,0.5773891,fineart De Hirsh Margules,0.58059025,fineart Hiromitsu Takahashi,0.5805599,fareast Ilya Kuvshinov,0.5805521,special Cassius Marcellus Coolidge,0.5805516,c Dorothy Burroughes,0.5804835,fineart Emanuel de Witte,0.58027405,fineart George Herbert Baker,0.5799624,digipa-high-impact Cheng Zhengkui,0.57990086,fareast Bernard Fleetwood-Walker,0.57987773,digipa-high-impact Philippe Parreno,0.57985014,digipa-high-impact Thornton Oakley,0.57969713,fineart Greg Rutkowski,0.5203395,special Ike no Taiga,0.5795857,anime Eduardo Lefebvre Scovell,0.5795808,fineart Adolfo Müller-Ury,0.57944727,fineart Patrick Woodroffe,0.5228063,fineart Wim Crouwel,0.57933235,digipa-high-impact Colijn de Coter,0.5792779,fineart François Boquet,0.57924724,fineart Gerbrand van den Eeckhout,0.57897866,fineart Eugenio Granell,0.5392264,fineart Kuang Hong,0.5782304,digipa-high-impact Justin Gerard,0.46685404,fineart Tokujin Yoshioka,0.5779153,digipa-high-impact Alan Bean,0.57788515,fineart Ernest Biéler,0.5778079,fineart Martin Deschambault,0.44401115,digipa-low-impact Anna Boch,0.577735,fineart Jack Davis,0.5775291,fineart Félix Labisse,0.5775142,fineart Greg Simkins,0.5679761,fineart David Lynch,0.57751054,digipa-low-impact Eizō Katō,0.5774127,digipa-high-impact Grethe Jürgens,0.5773412,digipa-high-impact Heinrich Bichler,0.5770147,fineart Barbara Nasmyth,0.5446056,fineart Domenico Induno,0.5583946,fineart Gustave Baumann,0.5607866,fineart Mike Mayhew,0.5765857,cartoon Delmer J. Yoakum,0.576538,fineart Aykut Aydogdu,0.43111503,digipa-low-impact George Barker,0.5763551,fineart Ernő Grünbaum,0.57634187,fineart Eliseu Visconti,0.5763241,fineart Esao Andrews,0.5761547,fineart JennyBird Alcantara,0.49165845,digipa-med-impact Joan Tuset,0.5761051,fineart Angela Barrett,0.55976534,digipa-high-impact Syd Mead,0.5758396,fineart Ignacio Bazan-Lazcano,0.5757512,fineart Franciszek Kostrzewski,0.57570386,fineart Eero Järnefelt,0.57540673,fineart Loretta Lux,0.56217635,digipa-high-impact Gaudi,0.57519895,fineart Charles Gleyre,0.57490873,fineart Antoine Verney-Carron,0.56386137,fineart Albert Edelfelt,0.57466495,fineart Fabian Perez,0.57444525,fineart Kevin Sloan,0.5737548,fineart Stanislav Poltavsky,0.57434607,fineart Abraham Hondius,0.574326,fineart Tadao Ando,0.57429105,fareast Fyodor Slavyansky,0.49796474,digipa-med-impact David Brewster,0.57385933,digipa-high-impact Cliff Chiang,0.57375133,digipa-high-impact Drew Struzan,0.5317983,digipa-high-impact Henry O. Tanner,0.5736586,fineart Alberto Sughi,0.5736495,fineart Albert J. Welti,0.5736257,fineart Charles Mahoney,0.5735923,digipa-high-impact Exekias,0.5734506,fineart Felipe Seade,0.57342744,digipa-high-impact Henriette Wyeth,0.57330644,digipa-high-impact Harold Sandys Williamson,0.5443646,fineart Eddie Campbell,0.57329535,digipa-high-impact Gao Fenghan,0.5732926,fareast Cynthia Sheppard,0.51099646,fineart Henriette Grindat,0.573179,fineart Yasutomo Oka,0.5731342,fareast Celia Frances Bedford,0.57313216,fineart Les Edwards,0.42068473,fineart Edwin Deakin,0.5031717,fineart Eero Saarinen,0.5725142,digipa-high-impact Franciszek Smuglewicz,0.5722554,fineart Doris Blair,0.57221186,fineart Seb Mckinnon,0.51721895,digipa-med-impact Gregorio Lazzarini,0.57204294,fineart Gerard Sekoto,0.5719927,fineart Francis Ernest Jackson,0.5506009,fineart Simon Birch,0.57171595,digipa-high-impact Bayard Wu,0.57171166,fineart François Clouet,0.57162094,fineart Christopher Wren,0.5715372,fineart Evgeny Lushpin,0.5714827,special Art Green,0.5714495,digipa-high-impact Amy Judd,0.57142305,digipa-high-impact Art Brenner,0.42619684,digipa-low-impact Travis Louie,0.43916368,digipa-low-impact James Jean,0.5457318,digipa-high-impact Ewald Rübsamen,0.57083976,fineart Donato Giancola,0.57052535,fineart Carl Arnold Gonzenbach,0.5703996,fineart Bastien Lecouffe-Deharme,0.5201288,fineart Howard Chandler Christy,0.5702813,nudity Dean Cornwell,0.56977296,fineart Don Maitz,0.4743015,fineart James Montgomery Flagg,0.56974065,fineart Andreas Levers,0.42125136,digipa-low-impact Edgar Schofield Baum,0.56965977,fineart Alan Parry,0.5694952,digipa-high-impact An Zhengwen,0.56942475,fareast Alayna Lemmer,0.48293802,fineart Edward Marshall Boehm,0.5530143,fineart Henri Biva,0.54013556,nudity Fiona Rae,0.4646715,digipa-low-impact Elizabeth Jane Lloyd,0.5688463,digipa-high-impact Franklin Carmichael,0.5687844,digipa-high-impact Dionisius,0.56875896,fineart Edwin Georgi,0.56868523,fineart Jenny Saville,0.5686633,fineart Ernest Hébert,0.56859314,fineart Stephan Martiniere,0.56856346,digipa-high-impact Huang Binhong,0.56841767,fineart August Lemmer,0.5683548,fineart Camille Bouvagne,0.5678048,fineart Olga Skomorokhova,0.39401102,digipa-low-impact Sacha Goldberger,0.5675477,digipa-high-impact Hilda Annetta Walker,0.5675261,digipa-high-impact Harvey Pratt,0.51314723,digipa-med-impact Jean Bourdichon,0.5670543,fineart Noriyoshi Ohrai,0.56690073,fineart Kadir Nelson,0.5669006,n Ilya Ostroukhov,0.5668801,fineart Eugène Brands,0.56681967,fineart Achille Leonardi,0.56674325,fineart Franz Cižek,0.56670356,fineart George Paul Chalmers,0.5665988,digipa-high-impact Serge Marshennikov,0.5665971,digipa-high-impact Mike Worrall,0.56641084,fineart Dirck van Delen,0.5661764,fineart Peter Andrew Jones,0.5661655,fineart Rafael Albuquerque,0.56541103,fineart Daniel Buren,0.5654043,fineart Giuseppe Grisoni,0.5432699,fineart George Fiddes Watt,0.55861616,fineart Stan Lee,0.5651268,digipa-high-impact Dorning Rasbotham,0.56511617,fineart Albert Lynch,0.56497896,fineart Lorenz Hideyoshi,0.56494075,fineart Fenghua Zhong,0.56492203,fareast Caroline Lucy Scott,0.49190843,digipa-med-impact Victoria Crowe,0.5647996,digipa-high-impact Hasegawa Settan,0.5647092,fareast Dennis H. Farber,0.56453323,digipa-high-impact Dick Bickenbach,0.5644289,fineart Art Frahm,0.56439924,fineart Edith Edmonds,0.5643151,fineart Alfred Heber Hutty,0.56419206,fineart Henry Tonks,0.56410825,fineart Peter Howson,0.5640759,fineart Albert Dorne,0.56395364,fineart Arthur Adams,0.5639404,fineart Bernt Tunold,0.56383425,digipa-high-impact Gianluca Foli,0.5637317,digipa-high-impact Vittorio Matteo Corcos,0.5636767,fineart Béla Iványi-Grünwald,0.56355745,nudity Feng Zhu,0.5634973,fineart Sam Kieth,0.47251505,digipa-low-impact Charles Crodel,0.5633834,fineart Elsie Henderson,0.56310076,digipa-high-impact George Earl Ortman,0.56295705,fineart Tari Márk Dávid,0.562937,fineart Betty Merken,0.56281745,digipa-high-impact Cecile Walton,0.46672013,digipa-low-impact Bracha L. Ettinger,0.56237936,fineart Ken Fairclough,0.56230986,digipa-high-impact Phil Koch,0.56224954,digipa-high-impact George Pirie,0.56213045,digipa-high-impact Chad Knight,0.56194013,digipa-high-impact Béla Kondor,0.5427164,digipa-high-impact Barclay Shaw,0.53689134,digipa-high-impact Tim Hildebrandt,0.47194147,fineart Hermann Rüdisühli,0.56104004,digipa-high-impact Ian McQue,0.5342066,digipa-high-impact Yanjun Cheng,0.5607171,fineart Heinrich Hofmann,0.56060636,fineart Henry Raleigh,0.5605958,fineart Ernest Buckmaster,0.5605704,fineart Charles Ricketts,0.56055415,fineart Juergen Teller,0.56051147,digipa-high-impact Auguste Mambour,0.5604873,fineart Sean Yoro,0.5601486,digipa-high-impact Sheilah Beckett,0.55995446,digipa-high-impact Eugene Tertychnyi,0.5598978,fineart Dr. Seuss,0.5597466,c Adolf Wölfli,0.5372333,digipa-high-impact Enrique Tábara,0.559323,fineart Dionisio Baixeras Verdaguer,0.5590695,fineart Aleksander Gierymski,0.5590013,fineart Augustus Dunbier,0.55872476,fineart Adolf Born,0.55848217,fineart Chris Turnham,0.5584234,digipa-high-impact James C Christensen,0.55837405,fineart Daphne Fedarb,0.5582459,digipa-high-impact Andre Kohn,0.5581832,special Ron Mueck,0.5581811,nudity Glenn Fabry,0.55786383,fineart Elizabeth Polunin,0.5578102,digipa-high-impact Charles S. Kaelin,0.5577954,fineart Arthur Radebaugh,0.5577016,fineart Ai Yazawa,0.55768114,fareast Charles Roka,0.55762553,fineart Ai Weiwei,0.5576034,digipa-high-impact Dorothy Bradford,0.55760014,digipa-high-impact Alfred Leslie,0.557555,fineart Heinrich Herzig,0.5574423,fineart Eliot Hodgkin,0.55740607,digipa-high-impact Albert Kotin,0.55737317,fineart Carlo Carlone,0.55729353,fineart Chen Rong,0.5571221,fineart Ikuo Hirayama,0.5570225,digipa-high-impact Edward Corbett,0.55701995,nudity Eugeniusz Żak,0.556925,nudity Ettore Tito,0.556875,fineart Helene Knoop,0.5567731,fineart Amanda Sage,0.37731662,fareast Annick Bouvattier,0.54647046,fineart Harvey Dunn,0.55663586,fineart Hans Sandreuter,0.5562575,digipa-high-impact Ruan Jia,0.5398549,special Anton Räderscheidt,0.55618906,fineart Tyler Shields,0.4081434,digipa-low-impact Darek Zabrocki,0.49975997,digipa-med-impact Frank Montague Moore,0.5556432,fineart Greg Staples,0.5555332,fineart Endre Bálint,0.5553731,fineart Augustus Vincent Tack,0.5136602,fineart Marc Simonetti,0.48602036,fineart Carlo Randanini,0.55493265,digipa-high-impact Diego Dayer,0.5549119,fineart Kelly Freas,0.55476534,fineart Thomas Saliot,0.5139967,digipa-med-impact Gijsbert d'Hondecoeter,0.55455256,fineart Walter Kim,0.554521,digipa-high-impact Francesco Cozza,0.5155097,digipa-med-impact Bill Watterson,0.5542879,digipa-high-impact Mark Keathley,0.4824056,fineart Béni Ferenczy,0.55405354,digipa-high-impact Amadou Opa Bathily,0.5536976,n Giuseppe Antonio Petrini,0.55340284,fineart Enzo Cucchi,0.55331933,digipa-high-impact Adolf Schrödter,0.55316544,fineart George Benjamin Luks,0.548566,fineart Glenys Cour,0.55304,digipa-high-impact Andrew Robertson,0.5529603,digipa-high-impact Claude Rogers,0.55272067,digipa-high-impact Alexandre Antigna,0.5526737,fineart Aimé Barraud,0.55265915,digipa-high-impact György Vastagh,0.55258965,fineart Bruce Nauman,0.55257386,digipa-high-impact Benjamin Block,0.55251944,digipa-high-impact Gonzalo Endara Crow,0.552346,digipa-high-impact Dirck de Bray,0.55221736,fineart Gerald Kelley,0.5521059,digipa-high-impact Dave Gibbons,0.5520954,digipa-high-impact Béla Nagy Abodi,0.5520624,digipa-high-impact Faith 47,0.5517006,digipa-high-impact Anna Razumovskaya,0.5229187,digipa-med-impact Archibald Robertson,0.55129635,digipa-high-impact Louise Dahl-Wolfe,0.55120385,digipa-high-impact Simon Bisley,0.55119276,digipa-high-impact Eric Fischl,0.55107886,fineart Hu Zaobin,0.5510481,fareast Béla Pállik,0.5507963,digipa-high-impact Eugene J. Martin,0.55078864,fineart Friedrich Gauermann,0.55063415,fineart Fritz Baumann,0.5341434,fineart Michal Lisowski,0.5505639,fineart Paolo Roversi,0.5503342,digipa-high-impact Andrew Atroshenko,0.55009747,fineart Gyula Derkovits,0.5500315,fineart Hugh Adam Crawford,0.55000615,digipa-high-impact Béla Apáti Abkarovics,0.5499799,digipa-high-impact Paul Chadeisson,0.389151,digipa-low-impact Aurél Bernáth,0.54968774,fineart Albert Henry Krehbiel,0.54952574,fineart Piet Hein Eek,0.54918796,digipa-high-impact Yoshitaka Amano,0.5491855,fareast Antonio Rotta,0.54909515,fineart Józef Mehoffer,0.50760424,fineart Donald Sherwood,0.5490415,digipa-high-impact Catrin G Grosse,0.5489286,digipa-high-impact Arthur Webster Emerson,0.5478842,fineart Incarcerated Jerkfaces,0.5488423,digipa-high-impact Emanuel Büchel,0.5487217,fineart Andrew Loomis,0.54854584,fineart Charles Hopkinson,0.54853606,fineart Gabor Szikszai,0.5485203,digipa-high-impact Archibald Standish Hartrick,0.54850936,digipa-high-impact Aleksander Orłowski,0.546705,nudity Hans Hinterreiter,0.5483628,fineart Fred Williams,0.54544824,fineart Fred A. Precht,0.5481606,fineart Camille Souter,0.5213742,fineart Emil Fuchs,0.54807395,fineart Francesco Bonsignori,0.5478936,fineart H. R. (Hans Ruedi) Giger,0.547799,fineart Harriet Zeitlin,0.5477388,digipa-high-impact Christian Jane Fergusson,0.5396168,fineart Edward Kemble,0.5476892,fineart Bernard Aubertin,0.5475396,fineart Augustyn Mirys,0.5474162,fineart Alejandro Burdisio,0.47482288,special Erin Hanson,0.4343264,digipa-low-impact Amalia Lindegren,0.5471987,digipa-high-impact Alberto Seveso,0.47735062,fineart Bartholomeus Strobel,0.54703736,fineart Jim Davis,0.54703003,digipa-high-impact Antony Gormley,0.54696125,digipa-high-impact Charles Marion Russell,0.54696095,fineart George B. Sutherland,0.5467901,fineart Almada Negreiros,0.54670584,fineart Edward Armitage,0.54358315,fineart Bruno Walpoth,0.546167,digipa-high-impact Richard Hamilton,0.5461275,nudity Charles Harold Davis,0.5460415,digipa-high-impact Fernand Verhaegen,0.54601514,fineart Bernard Meninsky,0.5302034,digipa-high-impact Fede Galizia,0.5456873,digipa-high-impact Alfred Kelsner,0.5455753,nudity Fritz Puempin,0.5452847,fineart Alfred Charles Parker,0.54521024,fineart Ahmed Yacoubi,0.544767,digipa-high-impact Arthur B. Carles,0.54447794,fineart Alice Prin,0.54435575,digipa-high-impact Carl Gustaf Pilo,0.5443212,digipa-high-impact Ross Tran,0.5259248,special Hideyuki Kikuchi,0.544193,fareast Art Fitzpatrick,0.49847245,fineart Cherryl Fountain,0.5440454,fineart Skottie Young,0.5440119,cartoon NC Wyeth,0.54382974,digipa-high-impact Rudolf Freund,0.5437342,fineart Mort Kunstler,0.5433619,digipa-high-impact Ben Goossens,0.53002644,digipa-high-impact Andreas Rocha,0.49621177,special Gérard Ernest Schneider,0.5429964,fineart Francesco Filippini,0.5429598,digipa-high-impact Alejandro Jodorowsky,0.5429065,digipa-high-impact Friedrich Traffelet,0.5428817,fineart Honor C. Appleton,0.5428735,digipa-high-impact Jason A. 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Linder,0.46812692,digipa-low-impact Bohumil Kubista,0.4679809,digipa-low-impact Christopher Jin Baron,0.4677839,digipa-low-impact Eero Snellman,0.46777654,digipa-low-impact Christabel Dennison,0.4677633,digipa-low-impact Amelia Peláez,0.46764764,digipa-low-impact James Gurney,0.46740666,digipa-low-impact Carles Delclaux Is,0.46734855,digipa-low-impact George Papazov,0.42420334,digipa-low-impact Mark Brooks,0.4672415,fineart Anne Dunn,0.46722376,digipa-low-impact Klaus Wittmann,0.4670704,fineart Arvid Nyholm,0.46697336,digipa-low-impact Georg Scholz,0.46674117,digipa-low-impact David Spriggs,0.46671993,digipa-low-impact Ernest Morgan,0.4665036,digipa-low-impact Ella Guru,0.46619284,digipa-low-impact Helen Berman,0.46614346,digipa-low-impact Gen Paul,0.4658785,digipa-low-impact Auseklis Ozols,0.46569023,digipa-low-impact Amelia Robertson Hill,0.4654411,fineart Jim Lee,0.46544096,digipa-low-impact Anson Maddocks,0.46539295,digipa-low-impact Chen Hong,0.46516004,fareast Haddon Sundblom,0.46490777,digipa-low-impact Eva Švankmajerová,0.46454152,digipa-low-impact Antonio Cavallucci,0.4645282,digipa-low-impact Herve Groussin,0.40050638,digipa-low-impact Gwen Barnard,0.46400994,digipa-low-impact Grace English,0.4638674,digipa-low-impact Carl Critchlow,0.4636,digipa-low-impact Ayshia Taşkın,0.463412,digipa-low-impact Alison Watt,0.43141022,digipa-low-impact Andre de Krayewski,0.4628024,digipa-low-impact Hamish MacDonald,0.462645,digipa-low-impact Ni Chuanjing,0.46254826,fareast Frank Mason,0.46254665,digipa-low-impact Steve Henderson,0.43113405,fineart Eileen Aldridge,0.46210572,digipa-low-impact Brad Rigney,0.28446302,digipa-low-impact Ching Yeh,0.46177,fareast Bertram Brooker,0.46176457,digipa-low-impact Henry Bright,0.46150023,digipa-low-impact Claire Dalby,0.46117848,digipa-low-impact Brian Despain,0.41538632,digipa-low-impact Anna Maria Barbara Abesch,0.4611045,digipa-low-impact Bernardo Daddi,0.46088326,digipa-low-impact Abraham Mintchine,0.46088243,digipa-high-impact Alexander Carse,0.46078917,digipa-low-impact Doc Hammer,0.46075988,digipa-low-impact Yuumei,0.46072406,digipa-low-impact Teophilus Tetteh,0.46064255,n Bess Hamiti,0.46062252,digipa-low-impact Ceferí Olivé,0.46058378,digipa-low-impact Enrique Grau,0.46046937,digipa-low-impact Eleanor Hughes,0.46007007,digipa-low-impact Elizabeth Charleston,0.46001568,digipa-low-impact Félix Ziem,0.45987016,digipa-low-impact Eugeniusz Zak,0.45985222,digipa-low-impact Dain Yoon,0.45977795,fareast Gong Xian,0.4595083,digipa-low-impact Flavia Blois,0.45950204,digipa-low-impact Frederik Vermehren,0.45949826,digipa-low-impact Gang Se-hwang,0.45937777,digipa-low-impact Bjørn Wiinblad,0.45934483,digipa-low-impact Alex Horley-Orlandelli,0.42623433,digipa-low-impact Dr. Atl,0.459287,digipa-low-impact Hu Jieqing,0.45889485,fareast Amédée Ozenfant,0.4585215,digipa-low-impact Warren Ellis,0.4584044,digipa-low-impact Helen Dahm,0.45804346,digipa-low-impact Anne Geddes,0.45785287,digipa-low-impact Bikash Bhattacharjee,0.45775396,digipa-low-impact Phil Foglio,0.457582,digipa-low-impact Evelyn Abelson,0.4574563,digipa-low-impact Alan Moore,0.4573369,digipa-low-impact Josh Kao,0.45725146,fareast Bertil Nilsson,0.45724383,digipa-low-impact Hristofor Zhefarovich,0.457089,fineart Edward Bailey,0.45659882,digipa-low-impact Christopher Moeller,0.45648077,digipa-low-impact Dóra Keresztes,0.4558745,fineart Cory Arcangel,0.4558071,digipa-low-impact Aleksander Kobzdej,0.45552525,digipa-low-impact Tim Burton,0.45541722,digipa-high-impact Chen Jiru,0.4553378,fareast George Passantino,0.4552104,digipa-low-impact Fuller Potter,0.4552072,digipa-low-impact Warwick Globe,0.45516664,digipa-low-impact Heinz Anger,0.45466962,digipa-low-impact Elias Goldberg,0.45416242,digipa-low-impact tokyogenso,0.45406622,fareast Zeen Chin,0.45404464,digipa-low-impact Albert Koetsier,0.45385844,fineart Giuseppe Camuncoli,0.45377725,digipa-low-impact Elsie Vera Cole,0.45377362,digipa-low-impact Andreas Franke,0.4300047,digipa-low-impact Constantine Andreou,0.4533816,digipa-low-impact Elisabeth Collins,0.45337808,digipa-low-impact Ted Nasmith,0.45302224,fineart Antônio Parreiras,0.45269623,digipa-low-impact Gwilym Prichard,0.45256525,digipa-low-impact Fang Congyi,0.45240825,fareast Huang Ding,0.45233482,fareast Hans von Bartels,0.45200723,digipa-low-impact Peter Elson,0.4121406,fineart Fan Kuan,0.4513034,digipa-low-impact Dean Roger,0.45112592,digipa-low-impact Bernat Sanjuan,0.45074993,fareast Fletcher Martin,0.45055175,digipa-low-impact Gentile Tondino,0.45043385,digipa-low-impact Ei-Q,0.45038772,digipa-low-impact Chen Lin,0.45035738,fareast Ted Wallace,0.4500007,digipa-low-impact "Cornelisz Hendriksz Vroom, the Younger",0.4499252,digipa-low-impact Alpo Jaakola,0.44981295,digipa-low-impact Clark Voorhees,0.4495309,digipa-low-impact Cleve Gray,0.449188,digipa-low-impact Wolf Kahn,0.4489858,digipa-low-impact Choi Buk,0.44892842,fareast Frank Tinsley,0.4480373,digipa-low-impact George Bell,0.44779524,digipa-low-impact Fiona Stephenson,0.44761062,fineart Carlos Trillo Name,0.4470371,digipa-low-impact Jamie McKelvie,0.44696707,digipa-low-impact Dennis Flanders,0.44673377,digipa-low-impact Dulah Marie Evans,0.44662604,digipa-low-impact Hans Schwarz,0.4463275,digipa-low-impact Steve McCurry,0.44620228,digipa-low-impact Bedwyr Williams,0.44616276,digipa-low-impact Anton Graff,0.38569996,digipa-low-impact Leticia Gillett,0.44578317,digipa-low-impact Rafał Olbiński,0.44561762,digipa-low-impact Artgerm,0.44555497,fineart Adrienn Henczné Deák,0.445518,digipa-low-impact Gu Hongzhong,0.4454906,fareast Matt Groening,0.44518438,digipa-low-impact Sue Bryce,0.4447164,digipa-low-impact Armin Baumgarten,0.444061,digipa-low-impact Araceli Gilbert,0.44399196,digipa-low-impact Carey Morris,0.44388965,digipa-low-impact Ignat Bednarik,0.4438085,digipa-low-impact Frank Buchser,0.44373792,digipa-low-impact Ben Zoeller,0.44368798,digipa-low-impact Adam Szentpétery,0.4434548,fineart Gene Davis,0.44343877,digipa-low-impact Fei Danxu,0.4433627,fareast Andrei Kolkoutine,0.44328922,digipa-low-impact Bruce Onobrakpeya,0.42588046,n Christoph Amberger,0.38912287,digipa-low-impact "Fred Mitchell,",0.4432277,digipa-low-impact Klaus Burgle,0.44295216,digipa-low-impact Carl Hoppe,0.44270635,digipa-low-impact Caroline Gotch,0.44263047,digipa-low-impact Hans Mertens,0.44260004,digipa-low-impact Mandy Disher,0.44219893,fineart Sarah Lucas,0.4420507,digipa-low-impact Sydney Edmunds,0.44198513,digipa-low-impact Amos Ferguson,0.4418735,digipa-low-impact Alton Tobey,0.4416385,digipa-low-impact Clifford Ross,0.44139367,digipa-low-impact Henric Trenk,0.4412782,digipa-low-impact Claire Hummel,0.44119984,digipa-low-impact Norman Foster,0.4411899,digipa-low-impact Carmen Saldana,0.44076762,digipa-low-impact Michael Whelan,0.4372847,digipa-low-impact Carlos Berlanga,0.440354,digipa-low-impact Gilles Beloeil,0.43997732,digipa-low-impact Ashley Wood,0.4398396,digipa-low-impact David Allan,0.43969798,digipa-low-impact Mark Lovett,0.43922082,digipa-low-impact Jed Henry,0.43882954,digipa-low-impact Adam Bruce Thomson,0.43847767,digipa-low-impact Horst Antes,0.4384303,digipa-low-impact Fritz Glarner,0.43787453,digipa-low-impact Harold McCauley,0.43760818,digipa-low-impact Estuardo Maldonado,0.437594,digipa-low-impact Dai Jin,0.4375449,fareast Fabien Charuau,0.43688047,digipa-low-impact Chica Macnab,0.4365166,digipa-low-impact Jim Burns,0.3975072,digipa-low-impact Santiago Calatrava,0.43651623,digipa-low-impact Robert Maguire,0.40926617,digipa-low-impact Cliff Childs,0.43611953,digipa-low-impact Charles Martin,0.43582463,fareast Elbridge Ayer Burbank,0.43572164,digipa-low-impact Anita Kunz,0.4356005,digipa-low-impact Colin Geller,0.43559563,digipa-low-impact Allen Tupper True,0.43556124,digipa-low-impact Jef Wu,0.43555313,digipa-low-impact Jon McCoy,0.4147122,digipa-low-impact Cedric Seaut,0.43521535,digipa-low-impact Emily 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Lorena Alvarez Gómez,0.431683,digipa-low-impact Fred Ludekens,0.431662,digipa-low-impact David Begbie,0.4316218,digipa-low-impact Ai Xuan,0.43150818,fareast Felix-Kelly,0.43132153,digipa-low-impact Antonín Chittussi,0.431248,digipa-low-impact Ammi Phillips,0.43095884,digipa-low-impact Elke Vogelsang,0.43092483,digipa-low-impact Fathi Hassan,0.43090487,digipa-low-impact Angela Sung,0.391746,fareast Clément Serveau,0.43050706,digipa-low-impact Dong Yuan,0.4303865,fareast Hew Lorimer,0.43035403,digipa-low-impact David Finch,0.29487437,digipa-low-impact Bill Durgin,0.4300932,digipa-low-impact Alexander Robertson,0.4300743,digipa-low-impact stable-diffusion-webui/embeddings/000077500000000000000000000000001432737134200175345ustar00rootroot00000000000000stable-diffusion-webui/embeddings/Place Textual Inversion embeddings here.txt000066400000000000000000000000001432737134200276410ustar00rootroot00000000000000stable-diffusion-webui/environment-wsl2.yaml000066400000000000000000000002571432737134200215540ustar00rootroot00000000000000name: automatic channels: - pytorch - defaults dependencies: - python=3.10 - pip=22.2.2 - cudatoolkit=11.3 - pytorch=1.12.1 - torchvision=0.13.1 - numpy=1.23.1stable-diffusion-webui/extensions/000077500000000000000000000000001432737134200176325ustar00rootroot00000000000000stable-diffusion-webui/extensions/put extensions here.txt000066400000000000000000000000001432737134200242550ustar00rootroot00000000000000stable-diffusion-webui/javascript/000077500000000000000000000000001432737134200176015ustar00rootroot00000000000000stable-diffusion-webui/javascript/aspectRatioOverlay.js000066400000000000000000000062731432737134200237670ustar00rootroot00000000000000 let currentWidth = null; let currentHeight = null; let arFrameTimeout = setTimeout(function(){},0); function dimensionChange(e, is_width, is_height){ if(is_width){ currentWidth = e.target.value*1.0 } if(is_height){ currentHeight = e.target.value*1.0 } var inImg2img = Boolean(gradioApp().querySelector("button.rounded-t-lg.border-gray-200")) if(!inImg2img){ return; } var targetElement = null; var tabIndex = get_tab_index('mode_img2img') if(tabIndex == 0){ targetElement = gradioApp().querySelector('div[data-testid=image] img'); } else if(tabIndex == 1){ targetElement = gradioApp().querySelector('#img2maskimg div[data-testid=image] img'); } if(targetElement){ var arPreviewRect = gradioApp().querySelector('#imageARPreview'); if(!arPreviewRect){ arPreviewRect = document.createElement('div') arPreviewRect.id = "imageARPreview"; gradioApp().getRootNode().appendChild(arPreviewRect) } var viewportOffset = targetElement.getBoundingClientRect(); viewportscale = Math.min( targetElement.clientWidth/targetElement.naturalWidth, targetElement.clientHeight/targetElement.naturalHeight ) scaledx = targetElement.naturalWidth*viewportscale scaledy = targetElement.naturalHeight*viewportscale cleintRectTop = (viewportOffset.top+window.scrollY) cleintRectLeft = (viewportOffset.left+window.scrollX) cleintRectCentreY = cleintRectTop + (targetElement.clientHeight/2) cleintRectCentreX = cleintRectLeft + (targetElement.clientWidth/2) viewRectTop = cleintRectCentreY-(scaledy/2) viewRectLeft = cleintRectCentreX-(scaledx/2) arRectWidth = scaledx arRectHeight = scaledy arscale = Math.min( arRectWidth/currentWidth, arRectHeight/currentHeight ) arscaledx = currentWidth*arscale arscaledy = currentHeight*arscale arRectTop = cleintRectCentreY-(arscaledy/2) arRectLeft = cleintRectCentreX-(arscaledx/2) arRectWidth = arscaledx arRectHeight = arscaledy arPreviewRect.style.top = arRectTop+'px'; arPreviewRect.style.left = arRectLeft+'px'; arPreviewRect.style.width = arRectWidth+'px'; arPreviewRect.style.height = arRectHeight+'px'; clearTimeout(arFrameTimeout); arFrameTimeout = setTimeout(function(){ arPreviewRect.style.display = 'none'; },2000); arPreviewRect.style.display = 'block'; } } onUiUpdate(function(){ var arPreviewRect = gradioApp().querySelector('#imageARPreview'); if(arPreviewRect){ arPreviewRect.style.display = 'none'; } var inImg2img = Boolean(gradioApp().querySelector("button.rounded-t-lg.border-gray-200")) if(inImg2img){ let inputs = gradioApp().querySelectorAll('input'); inputs.forEach(function(e){ var is_width = e.parentElement.id == "img2img_width" var is_height = e.parentElement.id == "img2img_height" if((is_width || is_height) && !e.classList.contains('scrollwatch')){ e.addEventListener('input', function(e){dimensionChange(e, is_width, is_height)} ) e.classList.add('scrollwatch') } if(is_width){ currentWidth = e.value*1.0 } if(is_height){ currentHeight = e.value*1.0 } }) } }); stable-diffusion-webui/javascript/contextMenus.js000066400000000000000000000127501432737134200226400ustar00rootroot00000000000000 contextMenuInit = function(){ let eventListenerApplied=false; let menuSpecs = new Map(); const uid = function(){ return Date.now().toString(36) + Math.random().toString(36).substr(2); } function showContextMenu(event,element,menuEntries){ let posx = event.clientX + document.body.scrollLeft + document.documentElement.scrollLeft; let posy = event.clientY + document.body.scrollTop + document.documentElement.scrollTop; let oldMenu = gradioApp().querySelector('#context-menu') if(oldMenu){ oldMenu.remove() } let tabButton = uiCurrentTab let baseStyle = window.getComputedStyle(tabButton) const contextMenu = document.createElement('nav') contextMenu.id = "context-menu" contextMenu.style.background = baseStyle.background contextMenu.style.color = baseStyle.color contextMenu.style.fontFamily = baseStyle.fontFamily contextMenu.style.top = posy+'px' contextMenu.style.left = posx+'px' const contextMenuList = document.createElement('ul') contextMenuList.className = 'context-menu-items'; contextMenu.append(contextMenuList); menuEntries.forEach(function(entry){ let contextMenuEntry = document.createElement('a') contextMenuEntry.innerHTML = entry['name'] contextMenuEntry.addEventListener("click", function(e) { entry['func'](); }) contextMenuList.append(contextMenuEntry); }) gradioApp().getRootNode().appendChild(contextMenu) let menuWidth = contextMenu.offsetWidth + 4; let menuHeight = contextMenu.offsetHeight + 4; let windowWidth = window.innerWidth; let windowHeight = window.innerHeight; if ( (windowWidth - posx) < menuWidth ) { contextMenu.style.left = windowWidth - menuWidth + "px"; } if ( (windowHeight - posy) < menuHeight ) { contextMenu.style.top = windowHeight - menuHeight + "px"; } } function appendContextMenuOption(targetEmementSelector,entryName,entryFunction){ currentItems = menuSpecs.get(targetEmementSelector) if(!currentItems){ currentItems = [] menuSpecs.set(targetEmementSelector,currentItems); } let newItem = {'id':targetEmementSelector+'_'+uid(), 'name':entryName, 'func':entryFunction, 'isNew':true} currentItems.push(newItem) return newItem['id'] } function removeContextMenuOption(uid){ menuSpecs.forEach(function(v,k) { let index = -1 v.forEach(function(e,ei){if(e['id']==uid){index=ei}}) if(index>=0){ v.splice(index, 1); } }) } function addContextMenuEventListener(){ if(eventListenerApplied){ return; } gradioApp().addEventListener("click", function(e) { let source = e.composedPath()[0] if(source.id && source.id.indexOf('check_progress')>-1){ return } let oldMenu = gradioApp().querySelector('#context-menu') if(oldMenu){ oldMenu.remove() } }); gradioApp().addEventListener("contextmenu", function(e) { let oldMenu = gradioApp().querySelector('#context-menu') if(oldMenu){ oldMenu.remove() } menuSpecs.forEach(function(v,k) { if(e.composedPath()[0].matches(k)){ showContextMenu(e,e.composedPath()[0],v) e.preventDefault() return } }) }); eventListenerApplied=true } return [appendContextMenuOption, removeContextMenuOption, addContextMenuEventListener] } initResponse = contextMenuInit(); appendContextMenuOption = initResponse[0]; removeContextMenuOption = initResponse[1]; addContextMenuEventListener = initResponse[2]; (function(){ //Start example Context Menu Items let generateOnRepeat = function(genbuttonid,interruptbuttonid){ let genbutton = gradioApp().querySelector(genbuttonid); let interruptbutton = gradioApp().querySelector(interruptbuttonid); if(!interruptbutton.offsetParent){ genbutton.click(); } clearInterval(window.generateOnRepeatInterval) window.generateOnRepeatInterval = setInterval(function(){ if(!interruptbutton.offsetParent){ genbutton.click(); } }, 500) } appendContextMenuOption('#txt2img_generate','Generate forever',function(){ generateOnRepeat('#txt2img_generate','#txt2img_interrupt'); }) appendContextMenuOption('#img2img_generate','Generate forever',function(){ generateOnRepeat('#img2img_generate','#img2img_interrupt'); }) let cancelGenerateForever = function(){ clearInterval(window.generateOnRepeatInterval) } appendContextMenuOption('#txt2img_interrupt','Cancel generate forever',cancelGenerateForever) appendContextMenuOption('#txt2img_generate', 'Cancel generate forever',cancelGenerateForever) appendContextMenuOption('#img2img_interrupt','Cancel generate forever',cancelGenerateForever) appendContextMenuOption('#img2img_generate', 'Cancel generate forever',cancelGenerateForever) appendContextMenuOption('#roll','Roll three', function(){ let rollbutton = get_uiCurrentTabContent().querySelector('#roll'); setTimeout(function(){rollbutton.click()},100) setTimeout(function(){rollbutton.click()},200) setTimeout(function(){rollbutton.click()},300) } ) })(); //End example Context Menu Items onUiUpdate(function(){ addContextMenuEventListener() }); stable-diffusion-webui/javascript/dragdrop.js000066400000000000000000000055671432737134200217560ustar00rootroot00000000000000// allows drag-dropping files into gradio image elements, and also pasting images from clipboard function isValidImageList( files ) { return files && files?.length === 1 && ['image/png', 'image/gif', 'image/jpeg'].includes(files[0].type); } function dropReplaceImage( imgWrap, files ) { if ( ! isValidImageList( files ) ) { return; } imgWrap.querySelector('.modify-upload button + button, .touch-none + div button + button')?.click(); const callback = () => { const fileInput = imgWrap.querySelector('input[type="file"]'); if ( fileInput ) { fileInput.files = files; fileInput.dispatchEvent(new Event('change')); } }; if ( imgWrap.closest('#pnginfo_image') ) { // special treatment for PNG Info tab, wait for fetch request to finish const oldFetch = window.fetch; window.fetch = async (input, options) => { const response = await oldFetch(input, options); if ( 'api/predict/' === input ) { const content = await response.text(); window.fetch = oldFetch; window.requestAnimationFrame( () => callback() ); return new Response(content, { status: response.status, statusText: response.statusText, headers: response.headers }) } return response; }; } else { window.requestAnimationFrame( () => callback() ); } } window.document.addEventListener('dragover', e => { const target = e.composedPath()[0]; const imgWrap = target.closest('[data-testid="image"]'); if ( !imgWrap && target.placeholder && target.placeholder.indexOf("Prompt") == -1) { return; } e.stopPropagation(); e.preventDefault(); e.dataTransfer.dropEffect = 'copy'; }); window.document.addEventListener('drop', e => { const target = e.composedPath()[0]; if (target.placeholder.indexOf("Prompt") == -1) { return; } const imgWrap = target.closest('[data-testid="image"]'); if ( !imgWrap ) { return; } e.stopPropagation(); e.preventDefault(); const files = e.dataTransfer.files; dropReplaceImage( imgWrap, files ); }); window.addEventListener('paste', e => { const files = e.clipboardData.files; if ( ! isValidImageList( files ) ) { return; } const visibleImageFields = [...gradioApp().querySelectorAll('[data-testid="image"]')] .filter(el => uiElementIsVisible(el)); if ( ! visibleImageFields.length ) { return; } const firstFreeImageField = visibleImageFields .filter(el => el.querySelector('input[type=file]'))?.[0]; dropReplaceImage( firstFreeImageField ? firstFreeImageField : visibleImageFields[visibleImageFields.length - 1] , files ); }); stable-diffusion-webui/javascript/edit-attention.js000066400000000000000000000057561432737134200231040ustar00rootroot00000000000000addEventListener('keydown', (event) => { let target = event.originalTarget || event.composedPath()[0]; if (!target.hasAttribute("placeholder")) return; if (!target.placeholder.toLowerCase().includes("prompt")) return; if (! (event.metaKey || event.ctrlKey)) return; let plus = "ArrowUp" let minus = "ArrowDown" if (event.key != plus && event.key != minus) return; let selectionStart = target.selectionStart; let selectionEnd = target.selectionEnd; // If the user hasn't selected anything, let's select their current parenthesis block if (selectionStart === selectionEnd) { // Find opening parenthesis around current cursor const before = target.value.substring(0, selectionStart); let beforeParen = before.lastIndexOf("("); if (beforeParen == -1) return; let beforeParenClose = before.lastIndexOf(")"); while (beforeParenClose !== -1 && beforeParenClose > beforeParen) { beforeParen = before.lastIndexOf("(", beforeParen - 1); beforeParenClose = before.lastIndexOf(")", beforeParenClose - 1); } // Find closing parenthesis around current cursor const after = target.value.substring(selectionStart); let afterParen = after.indexOf(")"); if (afterParen == -1) return; let afterParenOpen = after.indexOf("("); while (afterParenOpen !== -1 && afterParen > afterParenOpen) { afterParen = after.indexOf(")", afterParen + 1); afterParenOpen = after.indexOf("(", afterParenOpen + 1); } if (beforeParen === -1 || afterParen === -1) return; // Set the selection to the text between the parenthesis const parenContent = target.value.substring(beforeParen + 1, selectionStart + afterParen); const lastColon = parenContent.lastIndexOf(":"); selectionStart = beforeParen + 1; selectionEnd = selectionStart + lastColon; target.setSelectionRange(selectionStart, selectionEnd); } event.preventDefault(); if (selectionStart == 0 || target.value[selectionStart - 1] != "(") { target.value = target.value.slice(0, selectionStart) + "(" + target.value.slice(selectionStart, selectionEnd) + ":1.0)" + target.value.slice(selectionEnd); target.focus(); target.selectionStart = selectionStart + 1; target.selectionEnd = selectionEnd + 1; } else { end = target.value.slice(selectionEnd + 1).indexOf(")") + 1; weight = parseFloat(target.value.slice(selectionEnd + 1, selectionEnd + 1 + end)); if (isNaN(weight)) return; if (event.key == minus) weight -= 0.1; if (event.key == plus) weight += 0.1; weight = parseFloat(weight.toPrecision(12)); target.value = target.value.slice(0, selectionEnd + 1) + weight + target.value.slice(selectionEnd + 1 + end - 1); target.focus(); target.selectionStart = selectionStart; target.selectionEnd = selectionEnd; } // Since we've modified a Gradio Textbox component manually, we need to simulate an `input` DOM event to ensure its // internal Svelte data binding remains in sync. target.dispatchEvent(new Event("input", { bubbles: true })); }); stable-diffusion-webui/javascript/hints.js000066400000000000000000000250221432737134200212650ustar00rootroot00000000000000// mouseover tooltips for various UI elements titles = { "Sampling steps": "How many times to improve the generated image iteratively; higher values take longer; very low values can produce bad results", "Sampling method": "Which algorithm to use to produce the image", "GFPGAN": "Restore low quality faces using GFPGAN neural network", "Euler a": "Euler Ancestral - very creative, each can get a completely different picture depending on step count, setting steps to higher than 30-40 does not help", "DDIM": "Denoising Diffusion Implicit Models - best at inpainting", "Batch count": "How many batches of images to create", "Batch size": "How many image to create in a single batch", "CFG Scale": "Classifier Free Guidance Scale - how strongly the image should conform to prompt - lower values produce more creative results", "Seed": "A value that determines the output of random number generator - if you create an image with same parameters and seed as another image, you'll get the same result", "\u{1f3b2}\ufe0f": "Set seed to -1, which will cause a new random number to be used every time", "\u267b\ufe0f": "Reuse seed from last generation, mostly useful if it was randomed", "\u{1f3a8}": "Add a random artist to the prompt.", "\u2199\ufe0f": "Read generation parameters from prompt or last generation if prompt is empty into user interface.", "\u{1f4c2}": "Open images output directory", "\u{1f4be}": "Save style", "\u{1f4cb}": "Apply selected styles to current prompt", "Inpaint a part of image": "Draw a mask over an image, and the script will regenerate the masked area with content according to prompt", "SD upscale": "Upscale image normally, split result into tiles, improve each tile using img2img, merge whole image back", "Just resize": "Resize image to target resolution. Unless height and width match, you will get incorrect aspect ratio.", "Crop and resize": "Resize the image so that entirety of target resolution is filled with the image. Crop parts that stick out.", "Resize and fill": "Resize the image so that entirety of image is inside target resolution. Fill empty space with image's colors.", "Mask blur": "How much to blur the mask before processing, in pixels.", "Masked content": "What to put inside the masked area before processing it with Stable Diffusion.", "fill": "fill it with colors of the image", "original": "keep whatever was there originally", "latent noise": "fill it with latent space noise", "latent nothing": "fill it with latent space zeroes", "Inpaint at full resolution": "Upscale masked region to target resolution, do inpainting, downscale back and paste into original image", "Denoising strength": "Determines how little respect the algorithm should have for image's content. At 0, nothing will change, and at 1 you'll get an unrelated image. With values below 1.0, processing will take less steps than the Sampling Steps slider specifies.", "Denoising strength change factor": "In loopback mode, on each loop the denoising strength is multiplied by this value. <1 means decreasing variety so your sequence will converge on a fixed picture. >1 means increasing variety so your sequence will become more and more chaotic.", "Skip": "Stop processing current image and continue processing.", "Interrupt": "Stop processing images and return any results accumulated so far.", "Save": "Write image to a directory (default - log/images) and generation parameters into csv file.", "X values": "Separate values for X axis using commas.", "Y values": "Separate values for Y axis using commas.", "None": "Do not do anything special", "Prompt matrix": "Separate prompts into parts using vertical pipe character (|) and the script will create a picture for every combination of them (except for the first part, which will be present in all combinations)", "X/Y plot": "Create a grid where images will have different parameters. Use inputs below to specify which parameters will be shared by columns and rows", "Custom code": "Run Python code. Advanced user only. Must run program with --allow-code for this to work", "Prompt S/R": "Separate a list of words with commas, and the first word will be used as a keyword: script will search for this word in the prompt, and replace it with others", "Prompt order": "Separate a list of words with commas, and the script will make a variation of prompt with those words for their every possible order", "Tiling": "Produce an image that can be tiled.", "Tile overlap": "For SD upscale, how much overlap in pixels should there be between tiles. Tiles overlap so that when they are merged back into one picture, there is no clearly visible seam.", "Variation seed": "Seed of a different picture to be mixed into the generation.", "Variation strength": "How strong of a variation to produce. At 0, there will be no effect. At 1, you will get the complete picture with variation seed (except for ancestral samplers, where you will just get something).", "Resize seed from height": "Make an attempt to produce a picture similar to what would have been produced with same seed at specified resolution", "Resize seed from width": "Make an attempt to produce a picture similar to what would have been produced with same seed at specified resolution", "Interrogate": "Reconstruct prompt from existing image and put it into the prompt field.", "Images filename pattern": "Use following tags to define how filenames for images are chosen: [steps], [cfg], [prompt], [prompt_no_styles], [prompt_spaces], [width], [height], [styles], [sampler], [seed], [model_hash], [prompt_words], [date], [datetime], [datetime], [datetime