├── .gitmodules ├── Dockerfile ├── PixelDraw.ipynb ├── README.md ├── output.png ├── pixeldraw.py └── starting_image.png /.gitmodules: -------------------------------------------------------------------------------- 1 | [submodule "taming_transformers"] 2 | path = taming_transformers 3 | url = https://github.com/CompVis/taming-transformers.git 4 | [submodule "clipit"] 5 | path = clipit 6 | url = https://github.com/Jameshskelton/clipit.git 7 | [submodule "taming-transformers"] 8 | path = taming-transformers 9 | url = https://github.com/CompVis/taming-transformers.git 10 | [submodule "CLIP"] 11 | path = CLIP 12 | url = https://github.com/openai/CLIP 13 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.2-cudnn8-devel 2 | 3 | ENV APP_HOME / 4 | WORKDIR $APP_HOME 5 | 6 | RUN apt-get update 7 | RUN apt-get install --yes git curl build-essential wget 8 | 9 | RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh \ 10 | && mkdir /root/.conda \ 11 | && bash Miniconda3-latest-Linux-x86_64.sh -b 12 | 13 | ENV PATH=$PATH:/root/miniconda3/bin 14 | 15 | RUN conda install -y cudatoolkit=10.2 -c nvidia 16 | RUN conda install -y pytorch torchvision torchaudio -c pytorch -c nvidia 17 | RUN conda install -y pytorch-lightning -c conda-forge 18 | 19 | COPY requirements.txt ./ 20 | RUN pip install --no-cache-dir -r ./requirements.txt 21 | 22 | RUN git clone https://github.com/openai/CLIP 23 | RUN git clone https://github.com/CompVis/taming-transformers.git 24 | RUN git clone https://github.com/BachiLi/diffvg 25 | 26 | # Compile diffvg 27 | WORKDIR diffvg 28 | RUN git submodule update --init --recursive 29 | RUN conda install -y numpy 30 | RUN conda install -y scikit-image 31 | RUN conda install -y -c anaconda cmake 32 | RUN conda install -y -c conda-forge ffmpeg 33 | RUN export DIFFVG_CUDA=1; python setup.py install 34 | WORKDIR .. 35 | 36 | 37 | # Clone clipit last, since it's the second most-likely to change 38 | RUN git clone https://github.com/dribnet/clipit 39 | 40 | RUN conda install -y -c conda-forge jupyterlab 41 | 42 | # Copy local code to container image 43 | # COPY *.py ./ 44 | # CMD ["python3", "pixeldraw.py"] -------------------------------------------------------------------------------- /PixelDraw.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "source": [ 6 | "## Run the cells below to set up the Notebook\n", 7 | "These are the repos and dependencies needed to run clipit" 8 | ], 9 | "metadata": {} 10 | }, 11 | { 12 | "cell_type": "code", 13 | "execution_count": null, 14 | "source": [ 15 | "!git clone https://github.com/openai/CLIP\n", 16 | "!git clone https://github.com/CompVis/taming-transformers.git\n", 17 | "!git clone https://github.com/dribnet/clipit" 18 | ], 19 | "outputs": [], 20 | "metadata": { 21 | "gradient": { 22 | "editing": false, 23 | "source_hidden": false 24 | } 25 | } 26 | }, 27 | { 28 | "cell_type": "code", 29 | "execution_count": null, 30 | "source": [ 31 | "# !pip install ftfy regex tqdm omegaconf pytorch-lightning\n", 32 | "# !pip install kornia\n", 33 | "# !pip install imageio-ffmpeg \n", 34 | "# !pip install einops\n", 35 | "# !pip install torch-optimizer\n", 36 | "# !pip install easydict\n", 37 | "# !pip install braceexpand\n", 38 | "# !pip install git+https://github.com/pvigier/perlin-numpy" 39 | ], 40 | "outputs": [], 41 | "metadata": {} 42 | }, 43 | { 44 | "cell_type": "markdown", 45 | "source": [ 46 | "# Instructions for making your pixel art with ClipIt PixelDraw in this notebook\n", 47 | "\n", 48 | "Below is a cell that you can run to generate an image using the Clipit PixelDraw framework. All the necessary libraries are already installed. \n", 49 | "\n", 50 | "To edit the script below, go to pixeldraw.py.\n", 51 | "\n", 52 | "To change the prompt for the photo, go to the prompts variable on line 18. Use whatever prompt you want to, but be sure to input a word in the form of a string.\n", 53 | "\n", 54 | "To change the size of the photo, go to the aspect variable on line 21. you can adjust the aspect variable from 'widescreen' to 'square'.\n", 55 | "\n", 56 | "To adjust the training process, go to the clipit.add_settings() call on line 38. change the iterations variable to adjust how many iterations the model will train on." 57 | ], 58 | "metadata": {} 59 | }, 60 | { 61 | "cell_type": "code", 62 | "execution_count": null, 63 | "source": [ 64 | "!python pixeldraw.py\n", 65 | "\n", 66 | "from IPython.display import Image\n", 67 | "Image(filename='output.png') " 68 | ], 69 | "outputs": [], 70 | "metadata": { 71 | "gradient": { 72 | "editing": false, 73 | "source_hidden": false 74 | }, 75 | "scrolled": true 76 | } 77 | }, 78 | { 79 | "cell_type": "code", 80 | "execution_count": null, 81 | "source": [ 82 | "#If you just want to look at the photo\n", 83 | "Image(filename='output.png') " 84 | ], 85 | "outputs": [ 86 | { 87 | "output_type": "execute_result", 88 | "data": { 89 | "image/png": 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", 90 | "text/plain": [ 91 | "" 92 | ] 93 | }, 94 | "metadata": {}, 95 | "execution_count": 2 96 | } 97 | ], 98 | "metadata": { 99 | "gradient": { 100 | "editing": false, 101 | "source_hidden": false 102 | } 103 | } 104 | } 105 | ], 106 | "metadata": { 107 | "kernelspec": { 108 | "display_name": "Python 3", 109 | "language": "python", 110 | "name": "python3" 111 | }, 112 | "language_info": { 113 | "codemirror_mode": { 114 | "name": "ipython", 115 | "version": 3 116 | }, 117 | "file_extension": ".py", 118 | "mimetype": "text/x-python", 119 | "name": "python", 120 | "nbconvert_exporter": "python", 121 | "pygments_lexer": "ipython3", 122 | "version": "3.8.5" 123 | } 124 | }, 125 | "nbformat": 4, 126 | "nbformat_minor": 5 127 | } -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # ClipIt-PixelDraw 2 | 3 | ## Use Gradient Notebooks to Launch ClipIt PixelDraw and Generate Pixel Art 4 | 5 | [![Run on Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/gradient-ai/ClipIt-PixelDraw?machine=Free-GPU) 6 | 7 | ### Instructions for setup 8 | 9 | [![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/Z_9iGP9fsDk/0.jpg)](https://www.youtube.com/watch?v=Z_9iGP9fsDk) 10 | 11 | When setting up on Gradient, follow the linked tutorial on youtube above. Some quick notes to also keep in mind: 12 | - Be sure to go to advanced options and set your workspace url to https://github.com/gradient-ai/ClipIt-PixelDraw.git and your container name to paperspace/clip-pixeldraw:jupyter 13 | - Run the installs in the PixelDraw.ipynb notebook to make everything work 14 | - Change the prompts variable in pixeldraw.py to change the output subject matter. 15 | 16 | ### Usage 17 | 18 | Click the run on Gradient button above to launch the notebook. 19 | 20 | To run this notebook , you need an account with Paperspace Gradient. [Sign up today to gain access to powerful GPU's through the cloud, and much more.](https://gradient.run/) 21 | 22 | Once the instance is created, open the notebook PixelDraw.ipynb, and run the first cell to clone the necessary repos to run the notebook. From there, you can execute the script in the following cell to create your pixel art. Follow the instructions inside to change the nature of the generated image. 23 | 24 | 25 | 26 | 27 | -------------------------------------------------------------------------------- /output.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gradient-ai/ClipIt-PixelDraw/bc282a86fcad69c14045dbb7e2dbfccb283436aa/output.png -------------------------------------------------------------------------------- /pixeldraw.py: -------------------------------------------------------------------------------- 1 | #Setup Paths 2 | import sys 3 | sys.path.append("clipit") 4 | sys.path.append("/clipit") 5 | sys.path.append("CLIP") 6 | sys.path.append("/CLIP") 7 | sys.path.append("diffvg") 8 | sys.path.append("/diffvg") 9 | sys.path.append("taming-transformers") 10 | sys.path.append("/taming-transformers") 11 | 12 | #Run the script 13 | 14 | # prompts = "Darkness cannot drive out darkness. Only light can do that. #pixelart" #@param {type:"string"} 15 | prompts = "Paperspace.com helps you do machine learning #pixelart" #@param {type:"string"} 16 | 17 | aspect = "widescreen" #@param ["widescreen", "square"] 18 | use_pixeldraw = True #@param {type:"boolean"} 19 | 20 | ## Simple setup 21 | import clipit 22 | 23 | ## these are good settings for pixeldraw 24 | clipit.reset_settings() 25 | clipit.add_settings(prompts=prompts, aspect=aspect) 26 | 27 | # The quality setting affects the quality of the output images 28 | # use 'better' to raise the quality, but using better on the Free-GPU instances will cause an OOM error 29 | # use 'draft' to lower it 30 | clipit.add_settings(quality="normal", scale=2.5) 31 | clipit.add_settings(use_pixeldraw=use_pixeldraw) 32 | 33 | 34 | ### YOU CAN ADD YOUR OWN CUSTOM SETTING HERE #### 35 | # this is the example of how to run longer with less frequent display 36 | # clipit.add_settings(iterations=500, display_every=50) 37 | # clipit.add_settings(outputs='/outputs/pixels') 38 | 39 | 40 | settings = clipit.apply_settings() 41 | clipit.do_init(settings) 42 | clipit.do_run(settings) 43 | 44 | -------------------------------------------------------------------------------- /starting_image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gradient-ai/ClipIt-PixelDraw/bc282a86fcad69c14045dbb7e2dbfccb283436aa/starting_image.png --------------------------------------------------------------------------------