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Delete gan1.ipynb
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gan1.ipynb
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{
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"cells": [
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{
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"cell_type": "raw",
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"id": "c6be22eb",
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"metadata": {},
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"source": [
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"---\n",
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"title: Toonify your Pics\n",
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"description: Creates a cartoon version of your pic(with download option)\n",
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"show-code: False\n",
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"params:\n",
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" image_path:\n",
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" input: file\n",
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" label: Please upload a photo\n",
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" output_dir:\n",
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" output: dir\n",
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"---"
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]
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},
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{
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"cell_type": "markdown",
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"id": "a6b9cb66",
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"metadata": {},
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"source": [
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"## Open In colab Badge"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c4481a3c",
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"metadata": {},
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"outputs": [],
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"source": [
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"image_path = 'trump.jpg'\n",
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"output_dir = \"output_images\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "a8803760",
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import torch\n",
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"from PIL import Image\n",
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"import warnings\n",
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"warnings.filterwarnings(\"ignore\")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "56e86849",
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"metadata": {},
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"source": [
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"## This is the Toonify app that creates a cartoon version of any image you upload. \n",
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"## Upload an image by clicking the 'Browse' button or by 'Drag & Drop' and click 'Run' to toonify your image.\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "ddb89e68",
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"metadata": {},
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"outputs": [],
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"source": [
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"model = torch.hub.load(\"bryandlee/animegan2-pytorch:main\", \"generator\", pretrained=\"paprika\")\n",
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"face2paint = torch.hub.load(\"bryandlee/animegan2-pytorch:main\", \"face2paint\", size=512)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "43dccffa",
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"metadata": {},
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"outputs": [],
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"source": [
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"def toonify(img):\n",
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" out = face2paint(model, img)\n",
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" return out"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "71e9255d",
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"metadata": {},
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"outputs": [],
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"source": [
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"im = Image.open(image_path).convert('RGB')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "a31f4c2c",
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"metadata": {
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"scrolled": false
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},
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"outputs": [],
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"source": [
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"toonify(im)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "33c1461a",
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"metadata": {},
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"outputs": [],
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"source": [
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"#toonify(im).save(f\"{output_dir}/toonify.jpg\")\n",
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"#print(\"To download your toonified image, click the output files option at the top and click download\")"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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