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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"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\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (0.0.28)\n",
"Requirement already satisfied: pandas in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (1.4.4)\n",
"Requirement already satisfied: packaging in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (21.3)\n",
"Requirement already satisfied: fastai>=2.6 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (2.7.9)\n",
"Requirement already satisfied: pip in c:\\program files\\windowsapps\\pythonsoftwarefoundation.python.3.10_3.10.2032.0_x64__qbz5n2kfra8p0\\lib\\site-packages (from fastbook) (22.2.2)\n",
"Requirement already satisfied: transformers in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (4.21.3)\n",
"Requirement already satisfied: sentencepiece in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (0.1.97)\n",
"Requirement already satisfied: requests in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (2.28.1)\n",
"Requirement already satisfied: datasets in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (2.4.0)\n",
"Requirement already satisfied: graphviz in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastbook) (0.20.1)\n",
"Requirement already satisfied: scikit-learn in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (1.1.2)\n",
"Requirement already satisfied: fastcore<1.6,>=1.4.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (1.5.26)\n",
"Requirement already satisfied: matplotlib in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (3.5.3)\n",
"Requirement already satisfied: torch<1.14,>=1.7 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (1.12.1)\n",
"Requirement already satisfied: fastdownload<2,>=0.0.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (0.0.7)\n",
"Requirement already satisfied: fastprogress>=0.2.4 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (1.0.3)\n",
"Requirement already satisfied: pyyaml in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (6.0)\n",
"Requirement already satisfied: torchvision>=0.8.2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (0.13.1)\n",
"Requirement already satisfied: scipy in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (1.9.1)\n",
"Requirement already satisfied: pillow>6.0.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (9.2.0)\n",
"Requirement already satisfied: spacy<4 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai>=2.6->fastbook) (3.4.1)\n",
"Requirement already satisfied: xxhash in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (3.0.0)\n",
"Requirement already satisfied: huggingface-hub<1.0.0,>=0.1.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (0.9.1)\n",
"Requirement already satisfied: numpy>=1.17 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (1.23.3)\n",
"Requirement already satisfied: aiohttp in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (3.8.1)\n",
"Requirement already satisfied: pyarrow>=6.0.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (9.0.0)\n",
"Requirement already satisfied: tqdm>=4.62.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (4.64.1)\n",
"Requirement already satisfied: dill<0.3.6 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (0.3.5.1)\n",
"Requirement already satisfied: responses<0.19 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (0.18.0)\n",
"Requirement already satisfied: fsspec[http]>=2021.11.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (2022.8.2)\n",
"Requirement already satisfied: multiprocess in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from datasets->fastbook) (0.70.13)\n",
"Requirement already satisfied: idna<4,>=2.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->fastbook) (3.3)\n",
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->fastbook) (1.26.12)\n",
"Requirement already satisfied: charset-normalizer<3,>=2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->fastbook) (2.1.1)\n",
"Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from requests->fastbook) (2022.6.15.1)\n",
"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from packaging->fastbook) (3.0.9)\n",
"Requirement already satisfied: pytz>=2020.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from pandas->fastbook) (2022.2.1)\n",
"Requirement already satisfied: python-dateutil>=2.8.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from pandas->fastbook) (2.8.2)\n",
"Requirement already satisfied: regex!=2019.12.17 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from transformers->fastbook) (2022.9.13)\n",
"Requirement already satisfied: filelock in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from transformers->fastbook) (3.8.0)\n",
"Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from transformers->fastbook) (0.12.1)\n",
"Requirement already satisfied: attrs>=17.3.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (22.1.0)\n",
"Requirement already satisfied: frozenlist>=1.1.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (1.3.1)\n",
"Requirement already satisfied: yarl<2.0,>=1.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (1.8.1)\n",
"Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (4.0.2)\n",
"Requirement already satisfied: multidict<7.0,>=4.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (6.0.2)\n",
"Requirement already satisfied: aiosignal>=1.1.2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from aiohttp->datasets->fastbook) (1.2.0)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from huggingface-hub<1.0.0,>=0.1.0->datasets->fastbook) (4.3.0)\n",
"Requirement already satisfied: six>=1.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from python-dateutil>=2.8.1->pandas->fastbook) (1.16.0)\n",
"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.0.7)\n",
"Requirement already satisfied: pathy>=0.3.5 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (0.6.2)\n",
"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.0.8)\n",
"Requirement already satisfied: setuptools in c:\\program files\\windowsapps\\pythonsoftwarefoundation.python.3.10_3.10.2032.0_x64__qbz5n2kfra8p0\\lib\\site-packages (from spacy<4->fastai>=2.6->fastbook) (63.2.0)\n",
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"Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.3.0)\n",
"Requirement already satisfied: jinja2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (3.1.2)\n",
"Requirement already satisfied: thinc<8.2.0,>=8.1.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (8.1.1)\n",
"Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (0.10.1)\n",
"Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.0.3)\n",
"Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.10.0,>=1.7.4 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (1.9.2)\n",
"Requirement already satisfied: srsly<3.0.0,>=2.4.3 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.4.4)\n",
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"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from spacy<4->fastai>=2.6->fastbook) (2.0.6)\n",
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"Requirement already satisfied: joblib>=1.0.0 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from scikit-learn->fastai>=2.6->fastbook) (1.1.0)\n",
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"Requirement already satisfied: click<9.0.0,>=7.1.1 in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from typer<0.5.0,>=0.3.0->spacy<4->fastai>=2.6->fastbook) (8.1.3)\n",
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"Note: you may need to restart the kernel to use updated packages.\n",
"Requirement already satisfied: fastai in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (2.7.9)\n",
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"Requirement already satisfied: pandas in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai) (1.4.4)\n",
"Requirement already satisfied: requests in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai) (2.28.1)\n",
"Requirement already satisfied: pyyaml in c:\\users\\adnan\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from fastai) (6.0)\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"#|export\n",
"%pip install -q gradio\n",
"%pip install fastbook\n",
"%pip install fastai"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"#|export\n",
"#hide\n",
"# ! [ -e /content ] && pip install -Uqq fastbook\n",
"import fastbook\n",
"fastbook.setup_book()\n",
"#hide\n",
"from fastbook import *\n",
"from fastai.vision.widgets import *"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"id": "wDvqC0kn6WRq"
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"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",
" warnings.warn(\n",
"C:\\Users\\Adnan\\anaconda3\\lib\\site-packages\\gradio\\deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
" warnings.warn(value)\n",
"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",
" warnings.warn(\n",
"C:\\Users\\Adnan\\anaconda3\\lib\\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://127.0.0.1:7861\n",
"\n",
"To create a public link, set `share=True` in `launch()`.\n"
]
},
{
"data": {
"text/plain": [
"(<gradio.routes.App at 0x22eadf090d0>, 'http://127.0.0.1:7861/', None)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/html": [
"\n",
"<style>\n",
" /* Turns off some styling */\n",
" progress {\n",
" /* gets rid of default border in Firefox and Opera. */\n",
" border: none;\n",
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
" background-size: auto;\n",
" }\n",
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
" }\n",
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
" background: #F44336;\n",
" }\n",
"</style>\n"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"<style>\n",
" /* Turns off some styling */\n",
" progress {\n",
" /* gets rid of default border in Firefox and Opera. */\n",
" border: none;\n",
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
" background-size: auto;\n",
" }\n",
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
" }\n",
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
" background: #F44336;\n",
" }\n",
"</style>\n"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#|export\n",
"\n",
"import gradio as gr\n",
"\n",
"import pathlib\n",
"temp = pathlib.PosixPath\n",
"pathlib.PosixPath = pathlib.WindowsPath\n",
"\n",
"def is_cat(x): return x[0].isupper() # Presquite code for the model to run\n",
"\n",
"learn_inf = load_learner('model.pkl')\n",
"\n",
"learn_inf.dls.vocab # Reminds us of the categories\n",
"\n",
"categories = learn_inf.dls.vocab\n",
"def classify_image(img):\n",
" pred, idx, probs = learn_inf.predict(img)\n",
" return dict(zip(categories, map(float,probs)))\n",
"\n",
"image = gr.inputs.Image(shape=(192,192)) \n",
"label = gr.outputs.Label()\n",
"examples = [\"Example 1.jpeg\",\"Example 2.jpeg\"]\n",
"\n",
"intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
"intf.launch(inline=False)"
]
}
],
"metadata": {
"colab": {
"provenance": []
},
"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": 1
}
|