{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "435a6f23", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n", "Requirement already satisfied: fastbook in c:\\users\\adnan\\anaconda3\\lib\\site-packages (0.0.28)\n", "Requirement already satisfied: fastai>=2.6 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.7.9)\n", "Requirement already satisfied: requests in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.27.1)\n", "Requirement already satisfied: pandas in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (1.4.2)\n", "Requirement already satisfied: datasets in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (2.4.0)\n", "Requirement already satisfied: transformers in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from fastbook) (4.21.3)\n", "Requirement already satisfied: packaging in 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tokenizers!=0.11.3,<0.13,>=0.11.1 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from transformers->fastbook) (0.12.1)\n", "Requirement already satisfied: regex!=2019.12.17 in c:\\users\\adnan\\anaconda3\\lib\\site-packages (from transformers->fastbook) (2022.3.15)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "%pip install -q gradio\n", "%pip install fastbook\n", "%pip install -Uqq fastai" ] }, { "cell_type": "code", "execution_count": 2, "id": "a89a7628", "metadata": {}, "outputs": [], "source": [ "import fastbook\n", "fastbook.setup_book()\n", "from fastbook import *\n", "from fastai.vision.widgets import *\n", "from fastai.vision.all import *\n", "import gradio as gr" ] }, { "cell_type": "code", "execution_count": null, "id": "9c270e70", "metadata": {}, "outputs": [], "source": [ "!pip uninstall Pillow\n", "%pip install Pillow" ] }, { "cell_type": "code", "execution_count": null, "id": "d1d0d596", "metadata": {}, "outputs": [], "source": [ "import numpy as np \n", "import pandas as pd \n", "\n", "learn_inf = load_learner('NovaOrToastModel.pkl')\n", "learn_inf.dls.vocab # Reminds us of the categories\n", "categories = learn_inf.dls.vocab" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.10.7 64-bit (microsoft store)", "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": "3.10.7" }, "vscode": { "interpreter": { "hash": "76c362c6f96a87fea3e0479897b26c33ad9e30811d4e3dcda7998a6d3796fc1a" } } }, "nbformat": 4, "nbformat_minor": 5 }