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dmitryhits commited on
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1 Parent(s): 9e96dfe

removing unnecessary files

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  1. .ipynb_checkpoints/weed_classifier-checkpoint.ipynb +0 -310
  2. weed_classifier.ipynb +0 -310
  3. weed_classifier/__init__.py +0 -1
  4. weed_classifier/app.py +0 -28
.ipynb_checkpoints/weed_classifier-checkpoint.ipynb DELETED
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- {
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| default_exp app"
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- {
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- "id": "636de1ca-8681-4362-b6d1-f55bce2164f5",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| export\n",
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- "from fastai.vision.all import *\n",
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- "import gradio as gr\n",
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- "import skimage"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "id": "822ac457-393f-4b07-a333-430ff117a4fc",
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- "id": "d930004f",
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- "#| export\n",
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- "labels = learn.dls.vocab\n",
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- "def predict(img):\n",
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- " img = PILImage.create(img)\n",
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- " pred,pred_idx,probs = learn.predict(img)\n",
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- " return {labels[i]: float(probs[i]) for i in range(len(labels))}"
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- "/Users/hits/mambaforge/lib/python3.10/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",
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
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- " warnings.warn(value)\n",
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- "/Users/hits/mambaforge/lib/python3.10/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",
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
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- " warnings.warn(value)\n"
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- "name": "stdout",
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- "Running on local URL: http://127.0.0.1:7861\n",
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- "Running on public URL: https://e415e3b5031b999f83.gradio.live\n",
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- "\n",
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- "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n"
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- " border: none;\n",
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- "\n",
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- "<style>\n",
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- " /* Turns off some styling */\n",
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- " progress {\n",
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- " /* gets rid of default border in Firefox and Opera. */\n",
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- " border: none;\n",
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- " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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- " background-size: auto;\n",
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- " warnings.warn(\n",
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- " warnings.warn(value)\n",
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- "/Users/hits/mambaforge/lib/python3.10/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",
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
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- ]
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- },
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- {
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- "name": "stdout",
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- "Running on local URL: http://127.0.0.1:7860\n",
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- "Running on public URL: https://d712faf71e19ec6ec0.gradio.live\n",
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- "\n",
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- "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n"
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- "<IPython.core.display.HTML object>"
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- "data": {
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- "text/plain": []
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- "execution_count": null,
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- "metadata": {},
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- "output_type": "execute_result"
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- {
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- "data": {
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- "text/html": [
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- "\n",
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- "<style>\n",
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- " /* Turns off some styling */\n",
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- " progress {\n",
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- " /* gets rid of default border in Firefox and Opera. */\n",
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- " border: none;\n",
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- " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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- " background-size: auto;\n",
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- " }\n",
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- " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
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- " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
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- "text/plain": [
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- "<IPython.core.display.HTML object>"
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- "<IPython.core.display.HTML object>"
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- },
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- "metadata": {},
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- "output_type": "display_data"
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- }
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- ],
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- "source": [
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- "#| export\n",
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- "title = \"Weed Classifier\"\n",
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- "description = \"A weed classifier trained on the Kaggle V2 Plant Seedling dataset with fastai. Dataset has mostly african weeds in it at the moment.\"\n",
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- "article=\"<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>\"\n",
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- "examples = ['SugarBeet.png']\n",
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- "interpretation='default'\n",
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- "enable_queue=True\n",
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- "gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation).launch(enable_queue=enable_queue)"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "380fbba3-1ef1-4ff2-8ea4-d23fe1dca731",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| hide\n",
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- "from nbdev.export import nb_export\n",
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- "nb_export('weed_classifier.ipynb')"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "e9077dd2-dee2-42b8-b2d1-59e5871315ed",
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- "metadata": {},
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- "outputs": [],
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- "source": []
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- }
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- ],
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- "metadata": {
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- "kernelspec": {
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- "display_name": "python3",
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- "language": "python",
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- "name": "python3"
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- }
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- },
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- "nbformat": 4,
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- "nbformat_minor": 5
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
weed_classifier.ipynb DELETED
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- {
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- "cells": [
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- "cell_type": "code",
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- "id": "31c36b68-0f95-4646-97ab-ac2da301f438",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| default_exp app"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "636de1ca-8681-4362-b6d1-f55bce2164f5",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| export\n",
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- "from fastai.vision.all import *\n",
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- "import gradio as gr\n",
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- "import skimage"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "822ac457-393f-4b07-a333-430ff117a4fc",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| export \n",
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- "learn = load_learner('export.pkl')"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "d930004f",
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- "outputs": [],
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- "source": [
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- "#| export\n",
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- "labels = learn.dls.vocab\n",
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- "def predict(img):\n",
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- " img = PILImage.create(img)\n",
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- " pred,pred_idx,probs = learn.predict(img)\n",
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- " return {labels[i]: float(probs[i]) for i in range(len(labels))}"
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- ]
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
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- " warnings.warn(value)\n",
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- "/Users/hits/mambaforge/lib/python3.10/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",
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
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- "Running on public URL: https://e415e3b5031b999f83.gradio.live\n",
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- "\n",
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- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
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- " warnings.warn(value)\n",
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- "/Users/hits/mambaforge/lib/python3.10/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",
196
- " warnings.warn(\n",
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- "/Users/hits/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
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- " warnings.warn(value)\n"
199
- ]
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- },
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Running on local URL: http://127.0.0.1:7860\n",
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- "Running on public URL: https://d712faf71e19ec6ec0.gradio.live\n",
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- "\n",
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- "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n"
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- ]
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- },
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- {
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- "data": {
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- "text/html": [
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- "<div><iframe src=\"https://d712faf71e19ec6ec0.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
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- ],
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- "text/plain": [
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- "<IPython.core.display.HTML object>"
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- ]
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- },
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- "metadata": {},
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- "output_type": "display_data"
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- },
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- {
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- "data": {
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- "text/plain": []
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- },
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- "execution_count": null,
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- "metadata": {},
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- "output_type": "execute_result"
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- },
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- {
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- "data": {
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- "text/html": [
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- "\n",
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- "<style>\n",
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- " /* Turns off some styling */\n",
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- " progress {\n",
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- " /* gets rid of default border in Firefox and Opera. */\n",
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- " border: none;\n",
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- " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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- " background-size: auto;\n",
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- " }\n",
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- " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
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- " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
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- " }\n",
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- " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
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- " background: #F44336;\n",
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- " }\n",
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- "</style>\n"
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- ],
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- "text/plain": [
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- "<IPython.core.display.HTML object>"
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- ]
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- "metadata": {},
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- "output_type": "display_data"
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- },
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- {
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- "data": {
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- "text/plain": [
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- "<IPython.core.display.HTML object>"
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- ]
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- },
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- "metadata": {},
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- "output_type": "display_data"
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- }
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- ],
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- "source": [
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- "#| export\n",
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- "title = \"Weed Classifier\"\n",
272
- "description = \"A weed classifier trained on the Kaggle V2 Plant Seedling dataset with fastai. Dataset has mostly african weeds in it at the moment.\"\n",
273
- "article=\"<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>\"\n",
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- "examples = ['SugarBeet.png']\n",
275
- "interpretation='default'\n",
276
- "enable_queue=True\n",
277
- "gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation).launch(enable_queue=enable_queue)"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "380fbba3-1ef1-4ff2-8ea4-d23fe1dca731",
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- "metadata": {},
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- "outputs": [],
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- "source": [
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- "#| hide\n",
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- "from nbdev.export import nb_export\n",
289
- "nb_export('weed_classifier.ipynb')"
290
- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": null,
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- "id": "e9077dd2-dee2-42b8-b2d1-59e5871315ed",
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- "metadata": {},
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- "outputs": [],
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- "source": []
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- }
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- "language": "python",
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- "name": "python3"
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- }
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- },
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- "nbformat": 4,
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- "nbformat_minor": 5
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
weed_classifier/__init__.py DELETED
@@ -1 +0,0 @@
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- __version__ = "0.0.1"
 
 
weed_classifier/app.py DELETED
@@ -1,28 +0,0 @@
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- # AUTOGENERATED! DO NOT EDIT! File to edit: ../weed_classifier.ipynb.
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-
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- # %% auto 0
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- __all__ = ['learn', 'labels', 'title', 'description', 'article', 'examples', 'interpretation', 'enable_queue', 'predict']
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-
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- # %% ../weed_classifier.ipynb 1
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- from fastai.vision.all import *
8
- import gradio as gr
9
- import skimage
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-
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- # %% ../weed_classifier.ipynb 2
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- learn = load_learner('export.pkl')
13
-
14
- # %% ../weed_classifier.ipynb 3
15
- labels = learn.dls.vocab
16
- def predict(img):
17
- img = PILImage.create(img)
18
- pred,pred_idx,probs = learn.predict(img)
19
- return {labels[i]: float(probs[i]) for i in range(len(labels))}
20
-
21
- # %% ../weed_classifier.ipynb 5
22
- title = "Weed Classifier"
23
- description = "A weed classifier trained on the Kaggle V2 Plant Seedling dataset with fastai. Dataset has mostly african weeds in it at the moment."
24
- article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
25
- examples = ['SugarBeet.png']
26
- interpretation='default'
27
- enable_queue=True
28
- gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation).launch(enable_queue=enable_queue)