Upload gan1.ipynb

gan1.ipynb

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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
+}