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  1. .ipynb_checkpoints/NovaOrToast-checkpoint.ipynb +144 -0
  2. NovaOrToast.ipynb +142 -145
.ipynb_checkpoints/NovaOrToast-checkpoint.ipynb ADDED
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+ {
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+ "cells": [
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+ {
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+ "cell_type": "markdown",
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+ "id": "6e246129",
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+ "metadata": {},
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+ "source": [
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+ "# "
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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": 1,
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+ "id": "435a6f23",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "#%pip install -q gradio\n",
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+ "#%pip install fastbook\n",
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+ "#%pip install -Uqq fastai"
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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": 2,
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+ "id": "a89a7628",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "import fastbook\n",
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+ "fastbook.setup_book()\n",
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+ "from fastbook import *\n",
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+ "from fastai.vision.widgets import *\n",
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+ "from fastai.vision.all import *\n",
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+ "import gradio as gr"
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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": 3,
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+ "id": "8c95d6bd",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "#!pip uninstall Pillow\n",
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+ "#!pip install Pillow\n",
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+ "# import PIL.Image\n",
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+ "# if not hasattr(PIL.Image, 'Resampling'): # Pillow<9.0\n",
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+ "# PIL.Image.Resampling = PIL.Image\n",
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+ "# Now PIL.Image.Resampling.BICUBIC is always recognized."
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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": 4,
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+ "id": "fe4889a5",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "import pathlib\n",
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+ "temp = pathlib.PosixPath\n",
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+ "pathlib.PosixPath = pathlib.WindowsPath"
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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": 5,
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+ "id": "d1d0d596",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\inputs.py:256: UserWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components\n",
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+ " warnings.warn(\n",
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+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
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+ " warnings.warn(value)\n",
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+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\outputs.py:196: UserWarning: Usage of gradio.outputs is deprecated, and will not be supported in the future, please import your components from gradio.components\n",
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+ " warnings.warn(\n",
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+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
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+ " warnings.warn(value)\n"
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+ ]
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+ },
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "Running on local URL: http://127.0.0.1:7860\n",
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+ "\n",
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+ "To create a public link, set `share=True` in `launch()`.\n"
92
+ ]
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+ },
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+ {
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+ "data": {
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+ "text/plain": [
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+ "(<gradio.routes.App at 0x2b7e98ecca0>, 'http://127.0.0.1:7860/', None)"
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+ ]
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+ },
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+ "execution_count": 5,
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+ "metadata": {},
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+ "output_type": "execute_result"
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+ }
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+ ],
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+ "source": [
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+ "learn_inf = load_learner('NovaOrToastModel.pkl')\n",
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+ "learn_inf.dls.vocab # Reminds us of the categories\n",
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+ "categories = learn_inf.dls.vocab\n",
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+ "\n",
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+ "def classify_image(img):\n",
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+ " pred, idx, probs = learn_inf.predict(img)\n",
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+ " return dict(zip(categories, map(float,probs)))\n",
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+ "\n",
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+ "image = gr.inputs.Image(shape=(192,192)) \n",
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+ "label = gr.outputs.Label()\n",
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+ "examples = [\"ToastTest.jpeg\"]\n",
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+ "\n",
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+ "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
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+ "intf.launch(inline=False)"
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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": "3.9.12"
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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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+ }
NovaOrToast.ipynb CHANGED
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  {
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  "cells": [
 
 
 
 
 
 
 
 
 
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  {
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  "cell_type": "code",
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  "execution_count": 1,
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- "id": "435a6f23",
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  "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Note: you may need to restart the kernel to use updated packages.\n",
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- "Requirement already satisfied: fastbook in c:\\users\\adnan\\anaconda3\\lib\\site-packages (0.0.28)\n",
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- "Requirement already satisfied: requests in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.28.1)\n",
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- "Requirement already satisfied: fastai>=2.6 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.7.9)\n",
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- "Requirement already satisfied: pip in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (22.1.2)\n",
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- "Requirement already satisfied: sentencepiece in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (0.1.97)\n",
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- "Requirement already satisfied: graphviz in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (0.20.1)\n",
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- "Requirement already satisfied: datasets in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.4.0)\n",
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- "Requirement already satisfied: packaging in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (21.3)\n",
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- "Requirement already satisfied: pandas in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (1.4.3)\n",
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- "Requirement already satisfied: transformers in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (4.21.3)\n",
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- "Requirement already satisfied: fastdownload<2,>=0.0.5 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (0.0.7)\n",
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- "Requirement already satisfied: matplotlib in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (3.5.2)\n",
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- "Requirement already satisfied: scikit-learn in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (1.1.1)\n",
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- "Requirement already satisfied: spacy<4 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (3.4.1)\n",
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- "Requirement already satisfied: fastprogress>=0.2.4 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (1.0.3)\n",
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- "Requirement already satisfied: scipy in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (1.7.3)\n",
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- "Requirement already satisfied: pillow>6.0.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (9.2.0)\n",
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- "Requirement already satisfied: torch<1.14,>=1.7 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (1.12.1)\n",
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- "Requirement already satisfied: torchvision>=0.8.2 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (0.13.1)\n",
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- "Requirement already satisfied: fastcore<1.6,>=1.4.5 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastai>=2.6->fastbook) (1.5.26)\n",
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- "Requirement already satisfied: dill<0.3.6 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from datasets->fastbook) (0.3.5.1)\n",
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- "Requirement already satisfied: huggingface-hub<1.0.0,>=0.1.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from datasets->fastbook) (0.9.1)\n",
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- "Requirement already satisfied: aiohttp in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from datasets->fastbook) (3.8.1)\n",
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- "Requirement already satisfied: fsspec[http]>=2021.11.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from datasets->fastbook) (2022.7.1)\n",
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- "Requirement already satisfied: pytz>=2020.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from pandas->fastbook) (2022.1)\n",
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- "Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from transformers->fastbook) (0.12.1)\n",
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- "Requirement already satisfied: filelock in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from transformers->fastbook) (3.6.0)\n",
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- "Requirement already satisfied: regex!=2019.12.17 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from transformers->fastbook) (2022.7.9)\n",
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- "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from huggingface-hub<1.0.0,>=0.1.0->datasets->fastbook) (4.3.0)\n",
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- "Requirement already satisfied: six>=1.5 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from python-dateutil>=2.8.1->pandas->fastbook) (1.16.0)\n",
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- "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.0.7)\n",
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- "Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.3.0)\n",
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- "Requirement already satisfied: jinja2 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.11.3)\n",
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- "Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.9 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.0.10)\n",
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- "Requirement already satisfied: pathy>=0.3.5 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (0.6.2)\n",
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- "Requirement already satisfied: thinc<8.2.0,>=8.1.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (8.1.1)\n",
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- "Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (0.10.1)\n",
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- "Requirement already satisfied: setuptools in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (63.4.1)\n",
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- "Requirement already satisfied: srsly<3.0.0,>=2.4.3 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.4.4)\n",
66
- "Requirement already satisfied: typer<0.5.0,>=0.3.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (0.4.2)\n",
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- "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.9.2)\n",
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- "Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.0.3)\n",
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- "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.0.6)\n",
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- "Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.0.8)\n",
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- "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.0.8)\n",
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- "Requirement already satisfied: colorama in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from tqdm>=4.62.1->datasets->fastbook) (0.4.5)\n",
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- "Requirement already satisfied: yarl<2.0,>=1.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (1.8.1)\n",
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- "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (4.0.1)\n",
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- "Requirement already satisfied: aiosignal>=1.1.2 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (1.2.0)\n",
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- "Requirement already satisfied: attrs>=17.3.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (21.4.0)\n",
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- "Requirement already satisfied: frozenlist>=1.1.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (1.2.0)\n",
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- "Requirement already satisfied: multidict<7.0,>=4.5 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from aiohttp->datasets->fastbook) (5.2.0)\n",
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- "Requirement already satisfied: cycler>=0.10 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from matplotlib->fastai>=2.6->fastbook) (0.11.0)\n",
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- "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from matplotlib->fastai>=2.6->fastbook) (1.4.2)\n",
82
- "Requirement already satisfied: threadpoolctl>=2.0.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from scikit-learn->fastai>=2.6->fastbook) (2.2.0)\n",
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- "Requirement already satisfied: joblib>=1.0.0 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from scikit-learn->fastai>=2.6->fastbook) (1.1.0)\n",
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- "Requirement already satisfied: smart-open<6.0.0,>=5.2.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from pathy>=0.3.5->spacy<4->fastai>=2.6->fastbook) (5.2.1)\n",
85
- "Requirement already satisfied: blis<0.10.0,>=0.7.8 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from thinc<8.2.0,>=8.1.0->spacy<4->fastai>=2.6->fastbook) (0.9.1)\n",
86
- "Requirement already satisfied: confection<1.0.0,>=0.0.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from thinc<8.2.0,>=8.1.0->spacy<4->fastai>=2.6->fastbook) (0.0.1)\n",
87
- "Requirement already satisfied: click<9.0.0,>=7.1.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from typer<0.5.0,>=0.3.0->spacy<4->fastai>=2.6->fastbook) (8.0.4)\n",
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- "Requirement already satisfied: MarkupSafe>=0.23 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from jinja2->spacy<4->fastai>=2.6->fastbook) (2.0.1)\n",
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- "Note: you may need to restart the kernel to use updated packages.\n"
90
- ]
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- },
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Note: you may need to restart the kernel to use updated packages.\n"
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- ]
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- }
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- ],
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  "source": [
101
- "%pip install -q gradio\n",
102
- "%pip install fastbook\n",
103
- "%pip install -Uqq fastai"
104
  ]
105
  },
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  {
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  "cell_type": "code",
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  "execution_count": 2,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "id": "a89a7628",
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  "metadata": {},
111
  "outputs": [],
112
  "source": [
 
 
113
  "import fastbook\n",
114
  "fastbook.setup_book()\n",
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  "from fastbook import *\n",
@@ -120,17 +54,16 @@
120
  },
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  {
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  "cell_type": "code",
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- "execution_count": 3,
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  "id": "8c95d6bd",
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  "metadata": {},
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  "outputs": [],
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  "source": [
 
 
 
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  "#!pip uninstall Pillow\n",
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- "#!pip install Pillow\n",
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- "# import PIL.Image\n",
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- "# if not hasattr(PIL.Image, 'Resampling'): # Pillow<9.0\n",
132
- "# PIL.Image.Resampling = PIL.Image\n",
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- "# Now PIL.Image.Resampling.BICUBIC is always recognized."
134
  ]
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  },
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  {
@@ -140,6 +73,11 @@
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  "metadata": {},
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  "outputs": [],
142
  "source": [
 
 
 
 
 
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  "import pathlib\n",
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  "temp = pathlib.PosixPath\n",
145
  "pathlib.PosixPath = pathlib.WindowsPath"
@@ -147,15 +85,29 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 8,
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  "id": "d1d0d596",
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  "metadata": {},
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  "outputs": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  {
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  "name": "stdout",
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  "output_type": "stream",
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  "text": [
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- "Running on local URL: http://127.0.0.1:7865\n",
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  "\n",
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  "To create a public link, set `share=True` in `launch()`.\n"
161
  ]
@@ -163,56 +115,23 @@
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  {
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  "data": {
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  "text/plain": [
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- "(<gradio.routes.App at 0x193c6d19670>, 'http://127.0.0.1:7865/', None)"
167
  ]
168
  },
169
- "execution_count": 8,
170
  "metadata": {},
171
  "output_type": "execute_result"
172
- },
173
- {
174
- "data": {
175
- "text/html": [
176
- "\n",
177
- "<style>\n",
178
- " /* Turns off some styling */\n",
179
- " progress {\n",
180
- " /* gets rid of default border in Firefox and Opera. */\n",
181
- " border: none;\n",
182
- " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
183
- " background-size: auto;\n",
184
- " }\n",
185
- " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
186
- " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
187
- " }\n",
188
- " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
189
- " background: #F44336;\n",
190
- " }\n",
191
- "</style>\n"
192
- ],
193
- "text/plain": [
194
- "<IPython.core.display.HTML object>"
195
- ]
196
- },
197
- "metadata": {},
198
- "output_type": "display_data"
199
- },
200
- {
201
- "data": {
202
- "text/html": [],
203
- "text/plain": [
204
- "<IPython.core.display.HTML object>"
205
- ]
206
- },
207
- "metadata": {},
208
- "output_type": "display_data"
209
  }
210
  ],
211
  "source": [
212
- "learn_inf = load_learner('NovaOrToastModel.pkl')\n",
213
- "learn_inf.dls.vocab # Reminds us of the categories\n",
 
214
  "categories = learn_inf.dls.vocab\n",
215
  "\n",
 
 
 
216
  "def classify_image(img):\n",
217
  " pred, idx, probs = learn_inf.predict(img)\n",
218
  " return dict(zip(categories, map(float,probs)))\n",
@@ -224,6 +143,84 @@
224
  "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
225
  "intf.launch(inline=False)"
226
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
227
  }
228
  ],
229
  "metadata": {
 
1
  {
2
  "cells": [
3
+ {
4
+ "cell_type": "markdown",
5
+ "id": "738fc104",
6
+ "metadata": {},
7
+ "source": [
8
+ "# This notebook is the .ipynb file for the model. \n",
9
+ "The code has been commmented in order to explain various parts, including the unused commented out parts."
10
+ ]
11
+ },
12
  {
13
  "cell_type": "code",
14
  "execution_count": 1,
15
+ "id": "3e06a8dc",
16
  "metadata": {},
17
+ "outputs": [],
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18
  "source": [
19
+ "#|default_exp app"
 
 
20
  ]
21
  },
22
  {
23
  "cell_type": "code",
24
  "execution_count": 2,
25
+ "id": "435a6f23",
26
+ "metadata": {},
27
+ "outputs": [],
28
+ "source": [
29
+ "# On my computer, I use Anaconda, where these packages are already installed, so there is no need to install them on the notebook\n",
30
+ "# On HuggingFaceSpaces, these packages have been put into requirements.txt so that the website installs them\n",
31
+ "# Therefore there is no need to install them \n",
32
+ "\n",
33
+ "#%pip install -q gradio\n",
34
+ "#%pip install fastbook\n",
35
+ "#%pip install -Uqq fastai"
36
+ ]
37
+ },
38
+ {
39
+ "cell_type": "code",
40
+ "execution_count": 3,
41
  "id": "a89a7628",
42
  "metadata": {},
43
  "outputs": [],
44
  "source": [
45
+ "#|export\n",
46
+ "# Importing neccesary modules\n",
47
  "import fastbook\n",
48
  "fastbook.setup_book()\n",
49
  "from fastbook import *\n",
 
54
  },
55
  {
56
  "cell_type": "code",
57
+ "execution_count": 4,
58
  "id": "8c95d6bd",
59
  "metadata": {},
60
  "outputs": [],
61
  "source": [
62
+ "# There was an error with the module Pillow, it was not updated and I attempted to update it within the notebook\n",
63
+ "# This was not neccesary as I updated Pillow on my anaconda app and it fixed it.\n",
64
+ "\n",
65
  "#!pip uninstall Pillow\n",
66
+ "#!pip install Pillow"
 
 
 
 
67
  ]
68
  },
69
  {
 
73
  "metadata": {},
74
  "outputs": [],
75
  "source": [
76
+ "# There was an error the first time I ran this code on the notebook: \"NotImplementedError: cannot instantiate 'PosixPath' on your system\"\n",
77
+ "# this code fixed it, but as it is suited for windows,\n",
78
+ "# this causes an error on HuggingSpaceFaces, which likely uses linux. \n",
79
+ "# Strangely, simply commenting this code out does not cause the initial error on HuggingFaceSpaces and works for it\n",
80
+ "\n",
81
  "import pathlib\n",
82
  "temp = pathlib.PosixPath\n",
83
  "pathlib.PosixPath = pathlib.WindowsPath"
 
85
  },
86
  {
87
  "cell_type": "code",
88
+ "execution_count": 6,
89
  "id": "d1d0d596",
90
  "metadata": {},
91
  "outputs": [
92
+ {
93
+ "name": "stderr",
94
+ "output_type": "stream",
95
+ "text": [
96
+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\inputs.py:256: UserWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components\n",
97
+ " warnings.warn(\n",
98
+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
99
+ " warnings.warn(value)\n",
100
+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\outputs.py:196: UserWarning: Usage of gradio.outputs is deprecated, and will not be supported in the future, please import your components from gradio.components\n",
101
+ " warnings.warn(\n",
102
+ "C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
103
+ " warnings.warn(value)\n"
104
+ ]
105
+ },
106
  {
107
  "name": "stdout",
108
  "output_type": "stream",
109
  "text": [
110
+ "Running on local URL: http://127.0.0.1:7860\n",
111
  "\n",
112
  "To create a public link, set `share=True` in `launch()`.\n"
113
  ]
 
115
  {
116
  "data": {
117
  "text/plain": [
118
+ "(<gradio.routes.App at 0x1b3c1180ac0>, 'http://127.0.0.1:7860/', None)"
119
  ]
120
  },
121
+ "execution_count": 6,
122
  "metadata": {},
123
  "output_type": "execute_result"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
124
  }
125
  ],
126
  "source": [
127
+ "#|export\n",
128
+ "learn_inf = load_learner('NovaOrToastModel.pkl') # Loading the model\n",
129
+ "learn_inf.dls.vocab # Returns a list of the categories\n",
130
  "categories = learn_inf.dls.vocab\n",
131
  "\n",
132
+ "# Gradio code:\n",
133
+ "\n",
134
+ "# Function for Gradio to use to classify images\n",
135
  "def classify_image(img):\n",
136
  " pred, idx, probs = learn_inf.predict(img)\n",
137
  " return dict(zip(categories, map(float,probs)))\n",
 
143
  "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
144
  "intf.launch(inline=False)"
145
  ]
146
+ },
147
+ {
148
+ "cell_type": "code",
149
+ "execution_count": 8,
150
+ "id": "87f44c7a",
151
+ "metadata": {},
152
+ "outputs": [],
153
+ "source": [
154
+ "from nbdev.export import notebook2script"
155
+ ]
156
+ },
157
+ {
158
+ "cell_type": "code",
159
+ "execution_count": 15,
160
+ "id": "680f2b28",
161
+ "metadata": {},
162
+ "outputs": [
163
+ {
164
+ "ename": "InterpolationMissingOptionError",
165
+ "evalue": "Bad value substitution: option 'doc_host' in section 'DEFAULT' contains an interpolation key 'user' which is not a valid option name. Raw value: 'https://%(user)s.github.io'",
166
+ "output_type": "error",
167
+ "traceback": [
168
+ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
169
+ "\u001b[1;31mInterpolationMissingOptionError\u001b[0m Traceback (most recent call last)",
170
+ "Input \u001b[1;32mIn [15]\u001b[0m, in \u001b[0;36m<cell line: 3>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mnbdev\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_config\n\u001b[0;32m 2\u001b[0m \u001b[38;5;66;03m#get_config (cfg_name='settings.ini', path=None)\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m \u001b[43mget_config\u001b[49m\u001b[43m \u001b[49m\u001b[43m(\u001b[49m\u001b[43mcfg_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43msettings.ini\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n",
171
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\imports.py:30\u001b[0m, in \u001b[0;36mget_config\u001b[1;34m(cfg_name)\u001b[0m\n\u001b[0;32m 28\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m cfg_path \u001b[38;5;241m!=\u001b[39m cfg_path\u001b[38;5;241m.\u001b[39mparent \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (cfg_path\u001b[38;5;241m/\u001b[39mcfg_name)\u001b[38;5;241m.\u001b[39mexists(): cfg_path \u001b[38;5;241m=\u001b[39m cfg_path\u001b[38;5;241m.\u001b[39mparent\n\u001b[0;32m 29\u001b[0m config \u001b[38;5;241m=\u001b[39m Config(cfg_path, cfg_name\u001b[38;5;241m=\u001b[39mcfg_name)\n\u001b[1;32m---> 30\u001b[0m \u001b[43m_add_new_defaults\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43md\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconfig_file\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 31\u001b[0m \u001b[43m \u001b[49m\u001b[43mhost\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mgithub\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdoc_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mhttps://\u001b[39;49m\u001b[38;5;132;43;01m%(user)s\u001b[39;49;00m\u001b[38;5;124;43m.github.io\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdoc_baseurl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;132;43;01m%(lib_name)s\u001b[39;49;00m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 32\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m config\n",
172
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\imports.py:23\u001b[0m, in \u001b[0;36m_add_new_defaults\u001b[1;34m(cfg, file, **kwargs)\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cfg\u001b[38;5;241m.\u001b[39mget(k, \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 22\u001b[0m cfg[k] \u001b[38;5;241m=\u001b[39m v\n\u001b[1;32m---> 23\u001b[0m \u001b[43msave_config_file\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcfg\u001b[49m\u001b[43m)\u001b[49m\n",
173
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\fastcore\\foundation.py:240\u001b[0m, in \u001b[0;36msave_config_file\u001b[1;34m(file, d, **kwargs)\u001b[0m\n\u001b[0;32m 238\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWrite settings dict to a new config file, or overwrite the existing one.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 239\u001b[0m config \u001b[38;5;241m=\u001b[39m ConfigParser(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 240\u001b[0m config[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDEFAULT\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m d\n\u001b[0;32m 241\u001b[0m config\u001b[38;5;241m.\u001b[39mwrite(\u001b[38;5;28mopen\u001b[39m(file, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mw\u001b[39m\u001b[38;5;124m'\u001b[39m))\n",
174
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:977\u001b[0m, in \u001b[0;36mRawConfigParser.__setitem__\u001b[1;34m(self, key, value)\u001b[0m\n\u001b[0;32m 975\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sections:\n\u001b[0;32m 976\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sections[key]\u001b[38;5;241m.\u001b[39mclear()\n\u001b[1;32m--> 977\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_dict\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n",
175
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:747\u001b[0m, in \u001b[0;36mRawConfigParser.read_dict\u001b[1;34m(self, dictionary, source)\u001b[0m\n\u001b[0;32m 745\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m\n\u001b[0;32m 746\u001b[0m elements_added\u001b[38;5;241m.\u001b[39madd(section)\n\u001b[1;32m--> 747\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m keys\u001b[38;5;241m.\u001b[39mitems():\n\u001b[0;32m 748\u001b[0m key \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptionxform(\u001b[38;5;28mstr\u001b[39m(key))\n\u001b[0;32m 749\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m value \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
176
+ "File \u001b[1;32m~\\anaconda3\\lib\\_collections_abc.py:851\u001b[0m, in \u001b[0;36mItemsView.__iter__\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 849\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__iter__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m 850\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_mapping:\n\u001b[1;32m--> 851\u001b[0m \u001b[38;5;28;01myield\u001b[39;00m (key, \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mapping\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m)\n",
177
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:1258\u001b[0m, in \u001b[0;36mSectionProxy.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 1256\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_parser\u001b[38;5;241m.\u001b[39mhas_option(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_name, key):\n\u001b[0;32m 1257\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key)\n\u001b[1;32m-> 1258\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_parser\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n",
178
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:799\u001b[0m, in \u001b[0;36mRawConfigParser.get\u001b[1;34m(self, section, option, raw, vars, fallback)\u001b[0m\n\u001b[0;32m 797\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m value\n\u001b[0;32m 798\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 799\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_interpolation\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbefore_get\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msection\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moption\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 800\u001b[0m \u001b[43m \u001b[49m\u001b[43md\u001b[49m\u001b[43m)\u001b[49m\n",
179
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:395\u001b[0m, in \u001b[0;36mBasicInterpolation.before_get\u001b[1;34m(self, parser, section, option, value, defaults)\u001b[0m\n\u001b[0;32m 393\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbefore_get\u001b[39m(\u001b[38;5;28mself\u001b[39m, parser, section, option, value, defaults):\n\u001b[0;32m 394\u001b[0m L \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m--> 395\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_interpolate_some\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moption\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msection\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdefaults\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 396\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(L)\n",
180
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:434\u001b[0m, in \u001b[0;36mBasicInterpolation._interpolate_some\u001b[1;34m(self, parser, option, accum, rest, section, map, depth)\u001b[0m\n\u001b[0;32m 432\u001b[0m v \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmap\u001b[39m[var]\n\u001b[0;32m 433\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m:\n\u001b[1;32m--> 434\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m InterpolationMissingOptionError(\n\u001b[0;32m 435\u001b[0m option, section, rawval, var) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28mNone\u001b[39m\n\u001b[0;32m 436\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m%\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m v:\n\u001b[0;32m 437\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_interpolate_some(parser, option, accum, v,\n\u001b[0;32m 438\u001b[0m section, \u001b[38;5;28mmap\u001b[39m, depth \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n",
181
+ "\u001b[1;31mInterpolationMissingOptionError\u001b[0m: Bad value substitution: option 'doc_host' in section 'DEFAULT' contains an interpolation key 'user' which is not a valid option name. Raw value: 'https://%(user)s.github.io'"
182
+ ]
183
+ }
184
+ ],
185
+ "source": [
186
+ "from nbdev import get_config\n",
187
+ "#get_config (cfg_name='settings.ini', path=None)\n",
188
+ "get_config (cfg_name='settings.ini')"
189
+ ]
190
+ },
191
+ {
192
+ "cell_type": "code",
193
+ "execution_count": 10,
194
+ "id": "475cb737",
195
+ "metadata": {},
196
+ "outputs": [
197
+ {
198
+ "ename": "InterpolationMissingOptionError",
199
+ "evalue": "Bad value substitution: option 'doc_host' in section 'DEFAULT' contains an interpolation key 'user' which is not a valid option name. Raw value: 'https://%(user)s.github.io'",
200
+ "output_type": "error",
201
+ "traceback": [
202
+ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
203
+ "\u001b[1;31mInterpolationMissingOptionError\u001b[0m Traceback (most recent call last)",
204
+ "Input \u001b[1;32mIn [10]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mnotebook2script\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mNovaOrToast.ipynb\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n",
205
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\export.py:444\u001b[0m, in \u001b[0;36mnotebook2script\u001b[1;34m(fname, silent, to_dict, bare)\u001b[0m\n\u001b[0;32m 442\u001b[0m files \u001b[38;5;241m=\u001b[39m nbglob(fname\u001b[38;5;241m=\u001b[39mfname)\n\u001b[0;32m 443\u001b[0m d \u001b[38;5;241m=\u001b[39m collections\u001b[38;5;241m.\u001b[39mdefaultdict(\u001b[38;5;28mlist\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m to_dict \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m--> 444\u001b[0m modules \u001b[38;5;241m=\u001b[39m \u001b[43mcreate_mod_files\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfiles\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mto_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbare\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbare\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 445\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m f \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28msorted\u001b[39m(files): d \u001b[38;5;241m=\u001b[39m _notebook2script(f, modules, silent\u001b[38;5;241m=\u001b[39msilent, to_dict\u001b[38;5;241m=\u001b[39md, bare\u001b[38;5;241m=\u001b[39mbare)\n\u001b[0;32m 446\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m to_dict: \u001b[38;5;28;01mreturn\u001b[39;00m d\n",
206
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\export.py:327\u001b[0m, in \u001b[0;36mcreate_mod_files\u001b[1;34m(files, to_dict, bare)\u001b[0m\n\u001b[0;32m 325\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCreate mod files for default exports found in `files`\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 326\u001b[0m modules \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m--> 327\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m: lib_path \u001b[38;5;241m=\u001b[39m \u001b[43mget_config\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mpath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlib_path\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 328\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m: lib_path \u001b[38;5;241m=\u001b[39m Path()\n\u001b[0;32m 329\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m: nbs_path \u001b[38;5;241m=\u001b[39m get_config()\u001b[38;5;241m.\u001b[39mpath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnbs_path\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
207
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\imports.py:30\u001b[0m, in \u001b[0;36mget_config\u001b[1;34m(cfg_name)\u001b[0m\n\u001b[0;32m 28\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m cfg_path \u001b[38;5;241m!=\u001b[39m cfg_path\u001b[38;5;241m.\u001b[39mparent \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (cfg_path\u001b[38;5;241m/\u001b[39mcfg_name)\u001b[38;5;241m.\u001b[39mexists(): cfg_path \u001b[38;5;241m=\u001b[39m cfg_path\u001b[38;5;241m.\u001b[39mparent\n\u001b[0;32m 29\u001b[0m config \u001b[38;5;241m=\u001b[39m Config(cfg_path, cfg_name\u001b[38;5;241m=\u001b[39mcfg_name)\n\u001b[1;32m---> 30\u001b[0m \u001b[43m_add_new_defaults\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43md\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconfig_file\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 31\u001b[0m \u001b[43m \u001b[49m\u001b[43mhost\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mgithub\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdoc_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mhttps://\u001b[39;49m\u001b[38;5;132;43;01m%(user)s\u001b[39;49;00m\u001b[38;5;124;43m.github.io\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdoc_baseurl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;132;43;01m%(lib_name)s\u001b[39;49;00m\u001b[38;5;124;43m/\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 32\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m config\n",
208
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\nbdev\\imports.py:23\u001b[0m, in \u001b[0;36m_add_new_defaults\u001b[1;34m(cfg, file, **kwargs)\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cfg\u001b[38;5;241m.\u001b[39mget(k, \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 22\u001b[0m cfg[k] \u001b[38;5;241m=\u001b[39m v\n\u001b[1;32m---> 23\u001b[0m \u001b[43msave_config_file\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcfg\u001b[49m\u001b[43m)\u001b[49m\n",
209
+ "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\fastcore\\foundation.py:240\u001b[0m, in \u001b[0;36msave_config_file\u001b[1;34m(file, d, **kwargs)\u001b[0m\n\u001b[0;32m 238\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mWrite settings dict to a new config file, or overwrite the existing one.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 239\u001b[0m config \u001b[38;5;241m=\u001b[39m ConfigParser(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 240\u001b[0m config[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDEFAULT\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m d\n\u001b[0;32m 241\u001b[0m config\u001b[38;5;241m.\u001b[39mwrite(\u001b[38;5;28mopen\u001b[39m(file, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mw\u001b[39m\u001b[38;5;124m'\u001b[39m))\n",
210
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:977\u001b[0m, in \u001b[0;36mRawConfigParser.__setitem__\u001b[1;34m(self, key, value)\u001b[0m\n\u001b[0;32m 975\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sections:\n\u001b[0;32m 976\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sections[key]\u001b[38;5;241m.\u001b[39mclear()\n\u001b[1;32m--> 977\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_dict\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n",
211
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:747\u001b[0m, in \u001b[0;36mRawConfigParser.read_dict\u001b[1;34m(self, dictionary, source)\u001b[0m\n\u001b[0;32m 745\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m\n\u001b[0;32m 746\u001b[0m elements_added\u001b[38;5;241m.\u001b[39madd(section)\n\u001b[1;32m--> 747\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m keys\u001b[38;5;241m.\u001b[39mitems():\n\u001b[0;32m 748\u001b[0m key \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptionxform(\u001b[38;5;28mstr\u001b[39m(key))\n\u001b[0;32m 749\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m value \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
212
+ "File \u001b[1;32m~\\anaconda3\\lib\\_collections_abc.py:851\u001b[0m, in \u001b[0;36mItemsView.__iter__\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 849\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__iter__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m 850\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_mapping:\n\u001b[1;32m--> 851\u001b[0m \u001b[38;5;28;01myield\u001b[39;00m (key, \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mapping\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m)\n",
213
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:1258\u001b[0m, in \u001b[0;36mSectionProxy.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 1256\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_parser\u001b[38;5;241m.\u001b[39mhas_option(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_name, key):\n\u001b[0;32m 1257\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(key)\n\u001b[1;32m-> 1258\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_parser\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n",
214
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:799\u001b[0m, in \u001b[0;36mRawConfigParser.get\u001b[1;34m(self, section, option, raw, vars, fallback)\u001b[0m\n\u001b[0;32m 797\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m value\n\u001b[0;32m 798\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 799\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_interpolation\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbefore_get\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msection\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moption\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 800\u001b[0m \u001b[43m \u001b[49m\u001b[43md\u001b[49m\u001b[43m)\u001b[49m\n",
215
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:395\u001b[0m, in \u001b[0;36mBasicInterpolation.before_get\u001b[1;34m(self, parser, section, option, value, defaults)\u001b[0m\n\u001b[0;32m 393\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbefore_get\u001b[39m(\u001b[38;5;28mself\u001b[39m, parser, section, option, value, defaults):\n\u001b[0;32m 394\u001b[0m L \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m--> 395\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_interpolate_some\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moption\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msection\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdefaults\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 396\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(L)\n",
216
+ "File \u001b[1;32m~\\anaconda3\\lib\\configparser.py:434\u001b[0m, in \u001b[0;36mBasicInterpolation._interpolate_some\u001b[1;34m(self, parser, option, accum, rest, section, map, depth)\u001b[0m\n\u001b[0;32m 432\u001b[0m v \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmap\u001b[39m[var]\n\u001b[0;32m 433\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m:\n\u001b[1;32m--> 434\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m InterpolationMissingOptionError(\n\u001b[0;32m 435\u001b[0m option, section, rawval, var) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28mNone\u001b[39m\n\u001b[0;32m 436\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m%\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m v:\n\u001b[0;32m 437\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_interpolate_some(parser, option, accum, v,\n\u001b[0;32m 438\u001b[0m section, \u001b[38;5;28mmap\u001b[39m, depth \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m)\n",
217
+ "\u001b[1;31mInterpolationMissingOptionError\u001b[0m: Bad value substitution: option 'doc_host' in section 'DEFAULT' contains an interpolation key 'user' which is not a valid option name. Raw value: 'https://%(user)s.github.io'"
218
+ ]
219
+ }
220
+ ],
221
+ "source": [
222
+ "notebook2script('NovaOrToast.ipynb')"
223
+ ]
224
  }
225
  ],
226
  "metadata": {