{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## TP 03 : Détection d'objets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Le but de ce TP est d'évaluer un détecteur de type YOLO pour une tâche de détection de voiture" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Télécharger la base de données [Car Object Detection](https://www.kaggle.com/datasets/sshikamaru/car-object-detection)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Décompression d'une archive .zip depuis un Notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Si vous utilisez un Notebook sur un serveur (p. ex. Google Colab), il est plus efficace de télécharger directement l'archive .zip sur le serveur plutôt que de télécharger toutes les données décompressées.\n", "Pour décompresser une archive depuis le serveur, la commande ci-dessous peut être utilisée dans un Notebook:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!unzip archive.zip" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Installation de YOLO" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Installer la bibliothèque [ultralytics](https://docs.ultralytics.com/fr) contenant les modèles YOLO:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "%pip install ultralytics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Inférence d'un modèle YOLO" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "La commande ci-dessous permet de charger un modèle YOLO pré-entrainé (sur la base de données [COCO](https://cocodataset.org/#home)):" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from ultralytics import YOLO\n", "\n", "model = YOLO('yolo11n.pt')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pour lancer l'inférence sur une image, utiliser la commande ci-dessous:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "image 1/1 d:\\git\\ro13\\tp\\data\\training_images\\vid_4_1000.jpg: 384x640 1 car, 60.1ms\n", "Speed: 2.0ms preprocess, 60.1ms inference, 1.0ms postprocess per image at shape (1, 3, 384, 640)\n" ] } ], "source": [ "results = model(\"data/training_images/vid_4_1000.jpg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Le nombre `11` indique qu'on utilise la version 11 de YOLO.\n", "La lettre `n` indique qu'il s'agit du plus petit modèle (nano), la lettre `n` peut être remplacée par des plus grands modèles `s`, `m`, `l` et `x`.\n", "\n", "Par défaut, il s'agit d'un modèle pour la détection d'objets.\n", "Un suffixe `-seg`, `-pose`, `-obb`, `-cls` peut être ajouté pour traiter les problèmes de segmentation d'instances, de calcul de pose, de détection orientée d'objets et de classification d'images." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Visualisation des résultats" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Le code ci-dessous permet de visualiser les résultats issues de la détection." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.patches as patches\n", "\n", "I = plt.imread(\"data/training_images/vid_4_1000.jpg\")\n", "\n", "fig, ax = plt.subplots()\n", "ax.imshow(I)\n", "\n", "for res in results:\n", " for bb in res.boxes.xywh:\n", " x, y, w, h = bb\n", " rect = patches.Rectangle((x-w/2, y-h/2), w, h,\n", " linewidth=1, edgecolor='r',\n", " facecolor='none')\n", " ax.add_patch(rect)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Exercices" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pour l'ensemble des questions ci-dessous, on pourra commencer avec un sous-ensemble des données d'apprentissage.\n", "1. Calculer les détections sur l'ensemble des images du dossier `training_images`.\n", "2. Caractériser les détections en True Positive (TP), False Positive (FP) et False Negative (FN) en comparant les détections avec les annotations contenues dans le fichier `train_solution_bounding_boxes (1).csv`.\n", "3. Tracer la courbe précision/rappel du détecteur.\n", "4. Comparer les performances de différents modèles de YOLO." ] } ], "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 2 }