{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "bNFKhVMfZAYL" }, "source": [ "## Is it a bird?" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-08-15T19:54:58.543498Z", "iopub.status.busy": "2022-08-15T19:54:58.542985Z", "iopub.status.idle": "2022-08-15T19:54:58.580316Z", "shell.execute_reply": "2022-08-15T19:54:58.579693Z", "shell.execute_reply.started": "2022-08-15T19:54:58.5434Z" }, "id": "PFcrb_VpZAYR", "trusted": true }, "outputs": [], "source": [ "#NB: Kaggle requires phone verification to use the internet or a GPU. If you haven't done that yet, the cell below will fail\n", "# This code is only here to check that your internet is enabled. It doesn't do anything else.\n", "# Here's a help thread on getting your phone number verified: https://www.kaggle.com/product-feedback/135367\n", "\n", "import socket,warnings\n", "try:\n", " socket.setdefaulttimeout(1)\n", " socket.socket(socket.AF_INET, socket.SOCK_STREAM).connect(('1.1.1.1', 53))\n", "except socket.error as ex: raise Exception(\"STOP: No internet. Click '>|' in top right and set 'Internet' switch to on\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "_kg_hide-input": true, "_kg_hide-output": true, "colab": { "base_uri": "https://localhost:8080/" }, "execution": { "iopub.execute_input": "2022-08-15T19:54:58.582154Z", "iopub.status.busy": "2022-08-15T19:54:58.581817Z", "iopub.status.idle": "2022-08-15T19:55:20.002673Z", "shell.execute_reply": "2022-08-15T19:55:20.001747Z", "shell.execute_reply.started": "2022-08-15T19:54:58.58212Z" }, "id": "4hHyp1QgZAYT", "outputId": "be22c3d6-c2d1-4e27-fb13-478f78cee84f", "trusted": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: duckduckgo-search in c:\\users\\anagl\\anaconda3\\envs\\python_projects\\lib\\site-packages (5.3.0)\n", "Requirement already satisfied: click>=8.1.7 in c:\\users\\anagl\\anaconda3\\envs\\python_projects\\lib\\site-packages (from duckduckgo-search) (8.1.7)\n", "Requirement already satisfied: 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isoduration, aiohttp, transformers, datasets, widgetsnbextension, ipywidgets, fastbook\n", " Attempting uninstall: fsspec\n", " Found existing installation: fsspec 2024.3.1\n", " Uninstalling fsspec-2024.3.1:\n", " Successfully uninstalled fsspec-2024.3.1\n", " Attempting uninstall: dill\n", " Found existing installation: dill 0.3.7\n", " Uninstalling dill-0.3.7:\n", " Successfully uninstalled dill-0.3.7\n", "Successfully installed aiohttp-3.9.5 aiosignal-1.3.1 datasets-2.18.0 dill-0.3.8 fastbook-0.0.29 fqdn-1.5.1 frozenlist-1.4.1 fsspec-2024.2.0 graphviz-0.20.3 huggingface-hub-0.22.2 ipywidgets-7.8.1 isoduration-20.11.0 jsonpointer-2.4 jupyterlab-widgets-1.1.7 multidict-6.0.5 multiprocess-0.70.16 pyarrow-15.0.2 pyarrow-hotfix-0.6 safetensors-0.4.3 sentencepiece-0.2.0 tokenizers-0.15.2 transformers-4.39.3 uri-template-1.3.0 webcolors-1.13 widgetsnbextension-3.6.6 xxhash-3.4.1 yarl-1.9.4\n" ] } ], "source": [ "!pip install -Uqq fastai duckduckgo_search\n", "!pip install duckduckgo-search\n", "!pip install fastbook" ] }, { "cell_type": "markdown", "metadata": { "id": "-Q1zqrg4ZAYU" }, "source": [ "In 2015 the idea of creating a computer system that could recognise birds was considered so outrageously challenging that it was the basis of [this XKCD joke](https://xkcd.com/1425/):" ] }, { "cell_type": "markdown", "metadata": { "id": "Rmo-xlzIZAYV" }, "source": [ "![image.png](attachment:a0483178-c30e-4fdd-b2c2-349e130ab260.png)" ] }, { "cell_type": "markdown", "metadata": { "id": "WcvKLyZRZAYV" }, "source": [ "But today, we can do exactly that, in just a few minutes, using entirely free resources!\n", "\n", "The basic steps we'll take are:\n", "\n", "1. Use DuckDuckGo to search for images of \"bird photos\"\n", "1. Use DuckDuckGo to search for images of \"forest photos\"\n", "1. Fine-tune a pretrained neural network to recognise these two groups\n", "1. Try running this model on a picture of a bird and see if it works." ] }, { "cell_type": "markdown", "metadata": { "id": "-HBQ9tjSZAYV" }, "source": [ "## Step 1: Download images of birds and non-birds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "_kg_hide-input": true, "execution": { "iopub.execute_input": "2022-08-15T20:17:04.165128Z", "iopub.status.busy": "2022-08-15T20:17:04.164811Z", "iopub.status.idle": "2022-08-15T20:17:04.171Z", "shell.execute_reply": "2022-08-15T20:17:04.170146Z", "shell.execute_reply.started": "2022-08-15T20:17:04.165074Z" }, "id": "7akodIoO2aZp", "trusted": true }, "outputs": [], "source": [ "\n", "from duckduckgo_search import DDGS\n", "from fastcore.all import *\n", "from fastbook import *\n", "from fastai.vision.widgets import *\n", "# Using lite backend and limit the number of results\n", "from itertools import islice\n", "\n", "ddgs = DDGS()\n", "def search_images(term, max_images=30):\n", " print(f\"Searching for '{term}'\")\n", " return L(search_images_ddg(term, max_results=max_images)).itemgot('image')" ] }, { "cell_type": "markdown", "metadata": { "id": "QXFDIi7CZAYX" }, "source": [ "Let's start by searching for a bird photo and seeing what kind of result we get. We'll start by getting URLs from a search:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 36 }, "execution": { "iopub.execute_input": "2022-08-15T19:55:20.113016Z", "iopub.status.busy": "2022-08-15T19:55:20.112732Z", "iopub.status.idle": "2022-08-15T19:55:20.813756Z", "shell.execute_reply": "2022-08-15T19:55:20.812977Z", "shell.execute_reply.started": "2022-08-15T19:55:20.11298Z" }, "id": "VyQ7ULufZAYY", "outputId": "9013d54b-9588-41a7-941a-18fed8b86568", "trusted": true }, "outputs": [ { "data": { "text/plain": [ "'http://motoimg.com/images/honda-civic-sedan-si-2012-01.jpg'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#NB: `search_images` depends on duckduckgo.com, which doesn't always return correct responses.\n", "# If you get a JSON error, just try running it again (it may take a couple of tries).\n", "urls = search_images_ddg('2012 Honda Civic photos', max_images=1)\n", "urls[0]" ] }, { "cell_type": "markdown", "metadata": { "id": "yX5_WjMYZAYY" }, "source": [ "...and then download a URL and take a look at it:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 203 }, "execution": { "iopub.execute_input": "2022-08-15T19:55:20.815867Z", "iopub.status.busy": "2022-08-15T19:55:20.815535Z", "iopub.status.idle": "2022-08-15T19:55:24.626482Z", "shell.execute_reply": "2022-08-15T19:55:24.623449Z", "shell.execute_reply.started": "2022-08-15T19:55:20.815831Z" }, "id": "sDraKOPmZAYZ", "outputId": "5a8443fe-680e-4b7c-f4d6-4981e4e43514", "trusted": true }, "outputs": [ { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from fastdownload import download_url\n", "dest = '2012 Honda Civic.jpg'\n", "download_url(urls[0], dest, show_progress=False)\n", "\n", "from fastai.vision.all import *\n", "im = Image.open(dest)\n", "im.to_thumb(256,256)" ] }, { "cell_type": "markdown", "metadata": { "id": "ZyO6MZgNZAYZ" }, "source": [ "Now let's do the same with \"forest photos\":" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 242 }, "execution": { "iopub.execute_input": "2022-08-15T19:55:36.955181Z", "iopub.status.busy": "2022-08-15T19:55:36.954888Z", "iopub.status.idle": "2022-08-15T19:55:40.153631Z", "shell.execute_reply": "2022-08-15T19:55:40.152923Z", "shell.execute_reply.started": "2022-08-15T19:55:36.955148Z" }, "id": "8j_Eyxz5ZAYZ", "outputId": "a295991b-97a1-4382-8510-5f8e4549ffbf", "trusted": true }, "outputs": [ { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "download_url(search_images_ddg('2012 Kia Forte photos', max_images=1)[0], '2012 Kia Forte.jpg', show_progress=False)\n", "Image.open('2012 Kia Forte.jpg').to_thumb(256,256)" ] }, { "cell_type": "markdown", "metadata": { "id": "CQn6PUAgZAYZ" }, "source": [ "Our searches seem to be giving reasonable results, so let's grab a few examples of each of \"bird\" and \"forest\" photos, and save each group of photos to a different folder (I'm also trying to grab a range of lighting conditions here):" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "execution": { "iopub.execute_input": "2022-08-15T20:17:07.594354Z", "iopub.status.busy": "2022-08-15T20:17:07.593689Z", "iopub.status.idle": "2022-08-15T20:19:01.592018Z", "shell.execute_reply": "2022-08-15T20:19:01.591029Z", "shell.execute_reply.started": "2022-08-15T20:17:07.594316Z" }, "id": "nkt45fb9ZAYZ", "outputId": "ac7f7299-3f6c-441c-9d00-73b49a2c3859", "trusted": true }, "outputs": [], "source": [ "searches = '2012 Kia Forte','2012 Honda Civic'\n", "path = Path('honda_or_not')\n", "from time import sleep\n", "\n", "for o in searches:\n", " dest = (path/o)\n", " dest.mkdir(exist_ok=True, parents=True)\n", " download_images(dest, urls=search_images_ddg(f'{o} photo'))\n", " sleep(10) # Pause between searches to avoid over-loading server\n", " download_images(dest, urls=search_images_ddg(f'{o} sun photo'))\n", " sleep(10)\n", " download_images(dest, urls=search_images_ddg(f'{o} shade photo'))\n", " sleep(10)\n", " resize_images(path/o, max_size=400, dest=path/o)" ] }, { "cell_type": "markdown", "metadata": { "id": "owiaTMnsZAYa" }, "source": [ "## Step 2: Train our model" ] }, { "cell_type": "markdown", "metadata": { "id": "W7I0g--lZAYa" }, "source": [ "Some photos might not download correctly which could cause our model training to fail, so we'll remove them:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "execution": { "iopub.execute_input": "2022-08-15T20:19:04.404678Z", "iopub.status.busy": "2022-08-15T20:19:04.404342Z", "iopub.status.idle": "2022-08-15T20:19:05.39286Z", "shell.execute_reply": "2022-08-15T20:19:05.392068Z", "shell.execute_reply.started": "2022-08-15T20:19:04.404644Z" }, "id": "3nisKWCTZAYa", "outputId": "fd95d1d3-6737-43f1-a441-2bf589fae1dc", "trusted": true }, "outputs": [ { "data": { "text/plain": [ "47" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "failed = verify_images(get_image_files(path))\n", "failed.map(Path.unlink)\n", "len(failed)" ] }, { "cell_type": "markdown", "metadata": { "id": "TMI330AYZAYa" }, "source": [ "To train a model, we'll need `DataLoaders`, which is an object that contains a *training set* (the images used to create a model) and a *validation set* (the images used to check the accuracy of a model -- not used during training). In `fastai` we can create that easily using a `DataBlock`, and view sample images from it:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 517 }, "execution": { "iopub.execute_input": "2022-08-15T20:19:14.915511Z", "iopub.status.busy": "2022-08-15T20:19:14.91491Z", "iopub.status.idle": "2022-08-15T20:19:15.716279Z", "shell.execute_reply": "2022-08-15T20:19:15.715544Z", "shell.execute_reply.started": "2022-08-15T20:19:14.915472Z" }, "id": "gbOMYPgcZAYa", "outputId": "6c7a8985-d35b-4425-aab6-1faa0f531008", "trusted": true }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dls = DataBlock(\n", " blocks=(ImageBlock, CategoryBlock),\n", " get_items=get_image_files,\n", " splitter=RandomSplitter(valid_pct=0.2, seed=42),\n", " get_y=parent_label,\n", " item_tfms=[Resize(192, method='squish')]\n", ").dataloaders(path, bs=32)\n", "\n", "dls.show_batch(max_n=6)" ] }, { "cell_type": "markdown", "metadata": { "id": "Ni0qGvGFZAYa" }, "source": [ "Here what each of the `DataBlock` parameters means:\n", "\n", " blocks=(ImageBlock, CategoryBlock),\n", "\n", "The inputs to our model are images, and the outputs are categories (in this case, \"bird\" or \"forest\").\n", "\n", " get_items=get_image_files,\n", "\n", "To find all the inputs to our model, run the `get_image_files` function (which returns a list of all image files in a path).\n", "\n", " splitter=RandomSplitter(valid_pct=0.2, seed=42),\n", "\n", "Split the data into training and validation sets randomly, using 20% of the data for the validation set.\n", "\n", " get_y=parent_label,\n", "\n", "The labels (`y` values) is the name of the `parent` of each file (i.e. the name of the folder they're in, which will be *bird* or *forest*).\n", "\n", " item_tfms=[Resize(192, method='squish')]\n", "\n", "Before training, resize each image to 192x192 pixels by \"squishing\" it (as opposed to cropping it)." ] }, { "cell_type": "markdown", "metadata": { "id": "eqDipu-GZAYb" }, "source": [ "Now we're ready to train our model. The fastest widely used computer vision model is `resnet18`. You can train this in a few minutes, even on a CPU! (On a GPU, it generally takes under 10 seconds...)\n", "\n", "`fastai` comes with a helpful `fine_tune()` method which automatically uses best practices for fine tuning a pre-trained model, so we'll use that." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "0T2wccp8GtYJ" }, "outputs": [], "source": [ "from fastai.vision.all import *" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 241 }, "execution": { "iopub.execute_input": "2022-08-15T20:19:19.954102Z", "iopub.status.busy": "2022-08-15T20:19:19.95376Z", "iopub.status.idle": "2022-08-15T20:19:28.933948Z", "shell.execute_reply": "2022-08-15T20:19:28.933106Z", "shell.execute_reply.started": "2022-08-15T20:19:19.954048Z" }, "id": "PyE1Ndc5ZAYb", "outputId": "37be58b3-5ef2-4103-d3c0-ac4a83b64fb2", "trusted": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to C:\\Users\\anagl/.cache\\torch\\hub\\checkpoints\\resnet18-f37072fd.pth\n", "100%|██████████| 44.7M/44.7M [00:07<00:00, 5.91MB/s]\n" ] }, { "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, resnet18, metrics=error_rate)\n", "learn.fine_tune(3)" ] }, { "cell_type": "markdown", "metadata": { "id": "gpsy59FIZAYb" }, "source": [ "Generally when I run this I see 100% accuracy on the validation set (although it might vary a bit from run to run).\n", "\n", "\"Fine-tuning\" a model means that we're starting with a model someone else has trained using some other dataset (called the *pretrained model*), and adjusting the weights a little bit so that the model learns to recognise your particular dataset. In this case, the pretrained model was trained to recognise photos in *imagenet*, and widely-used computer vision dataset with images covering 1000 categories) For details on fine-tuning and why it's important, check out the [free fast.ai course](https://course.fast.ai/)." ] }, { "cell_type": "markdown", "metadata": { "id": "rWQTqYy4ZAYb" }, "source": [ "## Step 3: Use our model (and build your own!)" ] }, { "cell_type": "markdown", "metadata": { "id": "yCBUiEgGZAYb" }, "source": [ "Let's see what our model thinks about that bird we downloaded at the start:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 52 }, "execution": { "iopub.execute_input": "2022-08-15T20:19:28.940392Z", "iopub.status.busy": "2022-08-15T20:19:28.938464Z", "iopub.status.idle": "2022-08-15T20:19:29.36432Z", "shell.execute_reply": "2022-08-15T20:19:29.363513Z", "shell.execute_reply.started": "2022-08-15T20:19:28.940353Z" }, "id": "DKsa6-aAZAYb", "outputId": "25e8dfd5-485c-4c45-afcd-4caf2dbd7a1f", "trusted": true }, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "This is a: 2012 Honda Civic.\n", "Probability it's a 2012 Honda Civic: 1.0000\n" ] } ], "source": [ "is_2012_Honda_Civic,_,probs = learn.predict(PILImage.create('2012 Honda Civic.jpg'))\n", "\n", "print(f\"This is a: {is_2012_Honda_Civic}.\")\n", "print(f\"Probability it's a 2012 Honda Civic: {probs[0]:.4f}\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "id": "hsNk-BPVFe9G" }, "outputs": [], "source": [ "learn.export('model.pkl')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 157 }, "id": "_vLuEV6avvAr", "outputId": "ba174096-4a02-4c70-d72e-ada808c12965" }, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "PILImage mode=RGB size=192x128" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "im = PILImage.create('2012 Honda Civic.jpg')\n", "im.thumbnail((192,192))\n", "im" ] }, { "cell_type": "markdown", "metadata": { "id": "4H8Eu64fZAYb" }, "source": [ "Good job, resnet18. :)\n", "\n", "So, as you see, in the space of a few years, creating computer vision classification models has gone from \"so hard it's a joke\" to \"trivially easy and free\"!\n", "\n", "It's not just in computer vision. Thanks to deep learning, computers can now do many things which seemed impossible just a few years ago, including [creating amazing artworks](https://openai.com/dall-e-2/), and [explaining jokes](https://www.datanami.com/2022/04/22/googles-massive-new-language-model-can-explain-jokes/). It's moving so fast that even experts in the field have trouble predicting how it's going to impact society in the coming years.\n", "\n", "One thing is clear -- it's important that we all do our best to understand this technology, because otherwise we'll get left behind!" ] }, { "cell_type": "markdown", "metadata": { "id": "AD2BoHf3ZAYb" }, "source": [ "Now it's your turn. Click \"Copy & Edit\" and try creating your own image classifier using your own image searches!\n", "\n", "If you enjoyed this, please consider clicking the \"upvote\" button in the top-right -- it's very encouraging to us notebook authors to know when people appreciate our work." ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "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": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 0 }