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