{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Face Mask Detector?" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:07:15.937992Z", "iopub.status.busy": "2023-02-11T16:07:15.937661Z", "iopub.status.idle": "2023-02-11T16:07:15.949050Z", "shell.execute_reply": "2023-02-11T16:07:15.948275Z", "shell.execute_reply.started": "2023-02-11T16:07:15.937938Z" } }, "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, "execution": { "iopub.execute_input": "2023-02-11T16:07:15.951539Z", "iopub.status.busy": "2023-02-11T16:07:15.951163Z", "iopub.status.idle": "2023-02-11T16:07:24.438366Z", "shell.execute_reply": "2023-02-11T16:07:24.437212Z", "shell.execute_reply.started": "2023-02-11T16:07:15.951506Z" } }, "outputs": [], "source": [ "# It's a good idea to ensure you're running the latest version of any libraries you need.\n", "# `!pip install -Uqq ` upgrades to the latest version of \n", "# NB: You can safely ignore any warnings or errors pip spits out about running as root or incompatibilities\n", "import os\n", "iskaggle = os.environ.get('KAGGLE_KERNEL_RUN_TYPE', '')\n", "\n", "if iskaggle:\n", " !pip install -Uqq fastai" ] }, { "cell_type": "markdown", "metadata": {}, "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": {}, "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\n", "1. Fine-tune a pretrained neural network to recognise these two groups\n", "1. Try running this model on a picture and see if it works." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: Download images" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from fastcore.all import *\n", "from fastdownload import download_url\n", "from fastai.vision.all import *\n", "import time\n", "import json" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "_kg_hide-input": true, "execution": { "iopub.execute_input": "2023-02-11T16:07:24.441110Z", "iopub.status.busy": "2023-02-11T16:07:24.440797Z", "iopub.status.idle": "2023-02-11T16:07:24.452223Z", "shell.execute_reply": "2023-02-11T16:07:24.451381Z", "shell.execute_reply.started": "2023-02-11T16:07:24.441068Z" } }, "outputs": [], "source": [ "def search_images(term, max_images=100):\n", " url = 'https://duckduckgo.com/'\n", " res = urlread(url,data={'q':term})\n", " time.sleep(2)\n", " searchObj = re.search(r'vqd=([\\d-]+)\\&', res)\n", " requestUrl = url + 'i.js'\n", " params = dict(l='us-en', o='json', q=term, vqd=searchObj.group(1), f=',,,', p='1', v7exp='a') \n", " headers = dict( referer='https://duckduckgo.com/' )\n", " urls,data = set(),{'next':1}\n", " while len(urls)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dest_primary = 'medmask.jpg'\n", "download_url(urls[0], dest_primary, show_progress=False)\n", "\n", "im = Image.open(dest_primary)\n", "im.to_thumb(256,256)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's do the same with \"forest photos\":" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:07:33.073732Z", "iopub.status.busy": "2023-02-11T16:07:33.072317Z", "iopub.status.idle": "2023-02-11T16:07:40.624209Z", "shell.execute_reply": "2023-02-11T16:07:40.623325Z", "shell.execute_reply.started": "2023-02-11T16:07:33.073616Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "text_alternative = 'human face'\n", "dest_alternative = 'humface.jpg'\n", "download_url(search_images(text_alternative, max_images=1)[0], 'humface.jpg', show_progress=False)\n", "Image.open(dest_alternative).to_thumb(256,256)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save each group of photos to a different folder:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:07:40.626143Z", "iopub.status.busy": "2023-02-11T16:07:40.625808Z", "iopub.status.idle": "2023-02-11T16:08:34.955120Z", "shell.execute_reply": "2023-02-11T16:08:34.954186Z", "shell.execute_reply.started": "2023-02-11T16:07:40.626108Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/akvelon/opt/anaconda3/envs/facemaskDetector/lib/python3.10/site-packages/PIL/Image.py:996: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n", " warnings.warn(\n" ] } ], "source": [ "searches = 'medicine mask','human face'\n", "path = Path('./data')\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(f'{o}'))\n", " time.sleep(5)\n", " resize_images(path/o, max_size=400, dest=path/o)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Train our model" ] }, { "cell_type": "markdown", "metadata": {}, "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": 17, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:08:34.957329Z", "iopub.status.busy": "2023-02-11T16:08:34.956992Z", "iopub.status.idle": "2023-02-11T16:08:35.548204Z", "shell.execute_reply": "2023-02-11T16:08:35.547437Z", "shell.execute_reply.started": "2023-02-11T16:08:34.957297Z" } }, "outputs": [ { "data": { "text/plain": [ "3" ] }, "execution_count": 17, "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": {}, "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": 18, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:08:35.550078Z", "iopub.status.busy": "2023-02-11T16:08:35.549816Z", "iopub.status.idle": "2023-02-11T16:08:36.169982Z", "shell.execute_reply": "2023-02-11T16:08:36.169309Z", "shell.execute_reply.started": "2023-02-11T16:08:35.550043Z" } }, "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": {}, "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": {}, "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": null, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:08:36.173018Z", "iopub.status.busy": "2023-02-11T16:08:36.172505Z", "iopub.status.idle": "2023-02-11T16:08:41.745356Z", "shell.execute_reply": "2023-02-11T16:08:41.744450Z", "shell.execute_reply.started": "2023-02-11T16:08:36.172955Z" }, "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/akvelon/opt/anaconda3/envs/facemaskDetector/lib/python3.10/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n", " warnings.warn(\n", "/Users/akvelon/opt/anaconda3/envs/facemaskDetector/lib/python3.10/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.\n", " warnings.warn(msg)\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", "
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\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "learn = vision_learner(dls, resnet18, metrics=error_rate)\n", "learn.fine_tune(10)" ] }, { "cell_type": "markdown", "metadata": {}, "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": {}, "source": [ "## Step 3: Use our model (and build your own!)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what our model thinks about that bird we downloaded at the start:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2023-02-11T16:08:41.747512Z", "iopub.status.busy": "2023-02-11T16:08:41.747198Z", "iopub.status.idle": "2023-02-11T16:08:41.832094Z", "shell.execute_reply": "2023-02-11T16:08:41.831238Z", "shell.execute_reply.started": "2023-02-11T16:08:41.747447Z" }, "pycharm": { "is_executing": 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: medicine mask.\n", "Probability it's a medicine mask: 1.0000\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "PILImage mode=RGB size=256x192" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sample = Image.open('medmask.jpg')\n", "sample = sample.to_thumb(256,256)\n", "label, _, probs = learn.predict(sample)\n", "print(f\"This is a: {label}.\")\n", "print(f\"Probability it's a {label}: {max(probs):.4f}\")\n", "sample" ] }, { "cell_type": "markdown", "metadata": {}, "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": {}, "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." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "learn.export('model_upd.pkl')" ] } ], "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 4 }