{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "7cd0d8fa", "metadata": {}, "outputs": [], "source": [ "#|default_exp app" ] }, { "cell_type": "markdown", "id": "7195af18", "metadata": {}, "source": [ "## Gradio Pets" ] }, { "cell_type": "code", "execution_count": 13, "id": "44eb0ad3", "metadata": {}, "outputs": [], "source": [ "#|export\n", "from fastai.vision.all import *\n", "import timm" ] }, { "cell_type": "code", "execution_count": 14, "id": "d838c0b3", "metadata": {}, "outputs": [], "source": [ "path = untar_data(URLs.PETS)/'images'\n", "\n", "dls = ImageDataLoaders.from_name_func('.',\n", " get_image_files(path), valid_pct=0.2, seed=42,\n", " label_func=RegexLabeller(pat = r'^([^/]+)_\\d+'),\n", " item_tfms=Resize(224))" ] }, { "cell_type": "code", "execution_count": 4, "id": "a362acc6", "metadata": {}, "outputs": [ { "data": { "image/png": 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epochtrain_lossvalid_losserror_ratetime
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epochtrain_lossvalid_losserror_ratetime
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20.1324970.2343000.06968900:11
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "learn = vision_learner(dls, resnet34, metrics=error_rate)\n", "learn.fine_tune(3)" ] }, { "cell_type": "code", "execution_count": 8, "id": "931ab602", "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
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epochtrain_lossvalid_losserror_ratetime
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" ], "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": 10, "id": "5171c7fc", "metadata": {}, "outputs": [], "source": [ "learn.export('model.pkl')" ] }, { "cell_type": "code", "execution_count": 11, "id": "c2d0e061", "metadata": {}, "outputs": [], "source": [ "path = untar_data(URLs.PETS)/'images'\n", "\n", "dls = ImageDataLoaders.from_name_func('.',\n", " get_image_files(path), valid_pct=0.2, seed=42,\n", " label_func=RegexLabeller(pat = r'^([^/]+)_\\d+'),\n", " item_tfms=Resize(224, method='squish'))" ] }, { "cell_type": "code", "execution_count": 12, "id": "1e2c3dfb", "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
01.2652480.2287900.07239500:18
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epochtrain_lossvalid_losserror_ratetime
00.2310220.1927240.06630600:24
10.1460590.1934860.05886300:24
20.0760660.1625540.04939100:24
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "learn = vision_learner(dls, 'beit_base_patch16_224_in22k', metrics=error_rate).to_fp16()\n", "learn.fine_tune(3)" ] }, { "cell_type": "code", "execution_count": null, "id": "82774c08", "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": "3.9.5" }, "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 }