{ "cells": [ { "cell_type": "markdown", "id": "7195af18", "metadata": {}, "source": [ "## Gradio Pets" ] }, { "cell_type": "code", "execution_count": 1, "id": "0dae2730", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n", "\u001b[0m\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n", "\u001b[0m" ] } ], "source": [ "! pip install -Uq fastcore\n", "! pip install -Uq fastai \"timm==0.6.13\" huggingface_hub" ] }, { "cell_type": "code", "execution_count": 2, "id": "561ac2fb", "metadata": {}, "outputs": [], "source": [ "import timm" ] }, { "cell_type": "code", "execution_count": 3, "id": "44eb0ad3", "metadata": {}, "outputs": [], "source": [ "from fastai.vision.all import *" ] }, { "cell_type": "code", "execution_count": 4, "id": "d838c0b3", "metadata": {}, "outputs": [], "source": [ "path = untar_data(URLs.PETS)/'images'\n", "\n", "dls = ImageDataLoaders.from_name_func('.',\n", " get_image_files(path), \n", " valid_pct=0.2, \n", " seed=42,\n", " label_func=RegexLabeller(pat = r'^([^/]+)_\\d+'),\n", " item_tfms=Resize(224)\n", " )" ] }, { "cell_type": "code", "execution_count": 7, "id": "a362acc6", "metadata": {}, "outputs": [ { "data": { "image/png": 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epochtrain_lossvalid_losserror_ratetime
01.4848860.3137430.09742900:22
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epochtrain_lossvalid_losserror_ratetime
00.4474510.4109800.11908000:28
10.2763900.2645710.08525000:29
20.1267910.2424250.07510100:29
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "learn = vision_learner(dls, resnet34, metrics=error_rate)\n", "learn.fine_tune(3)" ] }, { "cell_type": "markdown", "id": "477ef53a-4b5c-4a07-81c2-95b8e7397cac", "metadata": {}, "source": [ "We could try a better model, based on [this analysis](https://www.kaggle.com/code/jhoward/which-image-models-are-best/). The convnext models work great!" ] }, { "cell_type": "code", "execution_count": 9, "id": "6ee4197a-25be-48ac-a167-903bec5186b1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['convnext_atto',\n", " 'convnext_atto_ols',\n", " 'convnext_base',\n", " 'convnext_base_384_in22ft1k',\n", " 'convnext_base_in22ft1k',\n", " 'convnext_base_in22k',\n", " 'convnext_femto',\n", " 'convnext_femto_ols',\n", " 'convnext_large',\n", " 'convnext_large_384_in22ft1k',\n", " 'convnext_large_in22ft1k',\n", " 'convnext_large_in22k',\n", " 'convnext_nano',\n", " 'convnext_nano_ols',\n", " 'convnext_pico',\n", " 'convnext_pico_ols',\n", " 'convnext_small',\n", " 'convnext_small_384_in22ft1k',\n", " 'convnext_small_in22ft1k',\n", " 'convnext_small_in22k',\n", " 'convnext_tiny',\n", " 'convnext_tiny_384_in22ft1k',\n", " 'convnext_tiny_hnf',\n", " 'convnext_tiny_in22ft1k',\n", " 'convnext_tiny_in22k',\n", " 'convnext_xlarge_384_in22ft1k',\n", " 'convnext_xlarge_in22ft1k',\n", " 'convnext_xlarge_in22k']" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "timm.list_models('convnext*')" ] }, { "cell_type": "code", "execution_count": 10, "id": "67d34f88-a580-48b9-9b42-e9d0c7e3e870", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
epochtrain_lossvalid_losserror_ratetime
01.1313910.3098570.10013501:43
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epochtrain_lossvalid_losserror_ratetime
00.2728780.2043770.06359904:23
10.2054320.1788890.05006804:24
20.1251260.1654620.04736104:23
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "learn = vision_learner(dls, 'convnext_tiny_in22k', metrics=error_rate).to_fp16()\n", "learn.fine_tune(3)" ] }, { "cell_type": "code", "execution_count": 11, "id": "5171c7fc", "metadata": {}, "outputs": [], "source": [ "learn.export('model.pkl')" ] }, { "cell_type": "code", "execution_count": null, "id": "33db2772-5334-4d7c-92b8-513b94de17e2", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.9.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }