{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "ce6534e0", "metadata": {}, "outputs": [], "source": [ "#| default_exp app" ] }, { "cell_type": "code", "execution_count": 2, "id": "3b1ade1d", "metadata": {}, "outputs": [], "source": [ "#| export \n", "from fastai.vision.all import *\n", "import gradio as gr\n", "\n", "def is_cat(x): return x[0].isupper()" ] }, { "cell_type": "code", "execution_count": 3, "id": "2a77c8b5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PILImage mode=RGB size=192x128" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "im = PILImage.create('dog.jpg')\n", "im.thumbnail((192, 192))\n", "im" ] }, { "cell_type": "code", "execution_count": 4, "id": "507964cd", "metadata": {}, "outputs": [], "source": [ "#| export \n", "learn = load_learner('model.pkl')" ] }, { "cell_type": "code", "execution_count": 5, "id": "c0b5579b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2 µs, sys: 1 µs, total: 3 µs\n", "Wall time: 4.77 µs\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "[W NNPACK.cpp:53] Could not initialize NNPACK! Reason: Unsupported hardware.\n" ] }, { "data": { "text/plain": [ "('False', TensorBase(0), TensorBase([9.9994e-01, 5.8221e-05]))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%time\n", "learn.predict(im)" ] }, { "cell_type": "code", "execution_count": 6, "id": "1a31940c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "('False', TensorBase(0), TensorBase([9.9994e-01, 5.8221e-05]))" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "learn.predict(im)" ] }, { "cell_type": "code", "execution_count": 7, "id": "dab90bf5", "metadata": {}, "outputs": [], "source": [ "#| export\n", "categories = ('Dog', 'Cat')\n", "\n", "def classify_image(img):\n", " pred, idx, probs = learn.predict(img)\n", " return dict(zip(categories, map(float, probs)))" ] }, { "cell_type": "code", "execution_count": 8, "id": "061b8c57", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "{'Dog': 0.9999418258666992, 'Cat': 5.822082675877027e-05}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "classify_image(im)" ] }, { "cell_type": "code", "execution_count": 9, "id": "7ceb4e66", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/laurenmitchell/opt/anaconda3/lib/python3.9/site-packages/gradio/inputs.py:257: UserWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components\n", " warnings.warn(\n", "/Users/laurenmitchell/opt/anaconda3/lib/python3.9/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n", " warnings.warn(value)\n", "/Users/laurenmitchell/opt/anaconda3/lib/python3.9/site-packages/gradio/outputs.py:197: UserWarning: Usage of gradio.outputs is deprecated, and will not be supported in the future, please import your components from gradio.components\n", " warnings.warn(\n", "/Users/laurenmitchell/opt/anaconda3/lib/python3.9/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n", " warnings.warn(value)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Running on local URL: http://127.0.0.1:7860\n", "\n", "To create a public link, set `share=True` in `launch()`.\n" ] }, { "data": { "text/plain": [] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#| export\n", "\n", "image = gr.inputs.Image(shape=(192, 192))\n", "label = gr.outputs.Label()\n", "examples = ['dog.jpg', 'cat.jpeg', 'Dat.jpg']\n", "\n", "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n", "intf.launch(inline=False)" ] }, { "cell_type": "markdown", "id": "ebc3f7d8", "metadata": {}, "source": [ "# Export" ] }, { "cell_type": "code", "execution_count": 11, "id": "d67ac108", "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'nbdev_migrate' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "Input \u001b[0;32mIn [11]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnbdev\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[43mnbdev_migrate\u001b[49m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdogs_v_cats_notebook.ipynb\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mapp1\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mExport successful\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", "\u001b[0;31mNameError\u001b[0m: name 'nbdev_migrate' is not defined" ] } ], "source": [ "import nbdev\n", "nbdev_migrate('dogs_v_cats_notebook.ipynb', 'app1')\n", "print('Export successful')" ] }, { "cell_type": "code", "execution_count": null, "id": "fa5314fa", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.9.12 (main, Apr 5 2022, 01:53:17) \n[Clang 12.0.0 ]" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "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 }, "vscode": { "interpreter": { "hash": "3c574131e8cb8804d55b84df1918de4326f923c0c4d2e7625f76c68bf7624764" } } }, "nbformat": 4, "nbformat_minor": 5 }