diff --git a/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb index dbfb13afd6..39f0362323 100644 --- a/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb +++ b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb @@ -16,7 +16,7 @@ "source": [ "# 4.2h — Détection SOTA : YOLO sous ultralytics, scènes difficiles\n", "\n", - "[← Série 04-Vision](README.md) | [4.2g — YOLO SOTA (terrain de référence)](4.2g-Detection-SOTA-Ultralytics.ipynb)\n", + "[← Série 04-Vision](README.md) | [4.2g — YOLO SOTA (terrain de référence)](4.2g-Detection-SOTA-Ultralytics.ipynb) | [4.2j — second wrapper LibreYOLO](4.2j-Detection-SOTA-LibreYOLO.ipynb)\n", "\n", "**Acceptance issue #16337** : faire passer le pipeline ultralytics sur un **terrain plus hostile** que le 4.2g — occlusions partielles + multi-échelle — et mesurer comment les trois familles de modèles (YOLOv5nu, YOLOv8s, YOLO11m) réagissent à la dégradation.\n", "\n", diff --git a/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2j-Detection-SOTA-LibreYOLO.ipynb b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2j-Detection-SOTA-LibreYOLO.ipynb new file mode 100644 index 0000000000..d46cddbbd4 --- /dev/null +++ b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/4.2j-Detection-SOTA-LibreYOLO.ipynb @@ -0,0 +1,1936 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a9fe95ed", + "metadata": { + "papermill": { + "duration": 0.003499, + "end_time": "2026-10-01T08:47:56.116068+00:00", + "exception": false, + "start_time": "2026-10-01T08:47:56.112569+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# 4.2j — Détection SOTA : un second wrapper, LibreYOLO, et la leçon comparative\n", + "\n", + "[← Série 04-Vision](README.md) | [4.2g — YOLO sous ultralytics](4.2g-Detection-SOTA-Ultralytics.ipynb)\n", + "\n", + "Le [4.2g](4.2g-Detection-SOTA-Ultralytics.ipynb) a mesuré ce qu'achète et ce que masque **un** wrapper (`ultralytics`). Une seule enseigne, c'est une opinion ; deux, c'est une mesure. Ce notebook ajoute le wrapper concurrent **`libreyolo`** — même API à trois lignes, même format de données YOLO, catalogue plus large — et transforme l'assertion « le wrapper est un choix d'ingénieur » en comparatif chiffré :\n", + "\n", + "- **YOLOv9-tiny** fine-tuné sur **le terrain exact du 4.2c** au budget canonique (mille images × six époques, `imgsz=96`) — la parité directe avec les lignes YOLO du 4.2g ;\n", + "- **YOLOv9-tiny End-to-End**, la variante **sans NMS** de la même génération et du même gabarit — la prédiction d'ensemble un-pour-un, idée centrale de DETR revenue dans la famille YOLO : la fenêtre architecturale du comparatif, **à variables égales par ailleurs** ;\n", + "- l'évaluation **à notre protocole maison** (`ap_voc` du 4.2c repris verbatim) — jamais le mAP auto-rapporté comme seule mesure ;\n", + "- le **tableau final étendu** : les lignes des carnets précédents plus les deux nouvelles, avec une colonne inédite — **la licence du code et celle des checkpoints**. Le choix d'un modèle est aussi un choix juridique, et il se lit à la source avant usage ;\n", + "- trois exercices qui percent le wrapper : seuil de confiance, carré de l'`imgsz`, et le confronter à notre propre bâton de mesure.\n" + ] + }, + { + "cell_type": "markdown", + "id": "2a4390fe", + "metadata": { + "papermill": { + "duration": 0.003961, + "end_time": "2026-10-01T08:47:56.124187+00:00", + "exception": false, + "start_time": "2026-10-01T08:47:56.120226+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 1. Position : un modèle, mais surtout une seconde enseigne\n", + "\n", + "Un wrapper de vision embarque un modèle, un format de données, une boucle d'entraînement et des mesures auto-rapportées. Le 4.2g en a disséqué un ; la question de ce carnet est ce qui **change** et ce qui **ne change pas** quand on en prend un deuxième :\n", + "\n", + "- le **format YOLO** (images + labels normalisés + `data.yaml`) est un standard de fait : le convertisseur du 4.2g se réutilise quasi tel quel — c'est le premier argument mesurable pour un second wrapper, le coût de portage est proche de zéro ;\n", + "- les **hyperparamètres enfuis** diffèrent : chaque wrapper apporte ses recettes d'augmentation, ses planchers d'apprentissage — sur notre terrain minuscule, ce sont eux qui dominent, pas la profondeur des modèles ;\n", + "- la **licence** n'est pas la même : ultralytics distribue code et poids en AGPL-3.0 ; le paquet `libreyolo` est MIT et ses checkpoints sont vérifiés **un par un** au §4 — deux niveaux de lecture que la colonne finale rend explicites.\n", + "\n", + "C'est le dernier étage de la pile : le même problème de détection, mesuré from scratch (4.2c), lib bas niveau (4.2f), framework intégré (4.2g), **et maintenant deux frameworks intégrés face à face**.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e7f312b4", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:47:56.133333Z", + "iopub.status.busy": "2026-10-01T08:47:56.132983Z", + "iopub.status.idle": "2026-10-01T08:48:05.947117Z", + "shell.execute_reply": "2026-10-01T08:48:05.944725Z" + }, + "papermill": { + "duration": 9.820594, + "end_time": "2026-10-01T08:48:05.949039+00:00", + "exception": false, + "start_time": "2026-10-01T08:47:56.128445+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "device: cuda | torch 2.14.0+cu126 | libreyolo 1.6.0\n" + ] + } + ], + "source": [ + "import time\n", + "from importlib.metadata import version as _pkg_version\n", + "\n", + "import cv2\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import requests\n", + "import torch\n", + "from libreyolo import LibreYOLO\n", + "\n", + "SEED = 0\n", + "torch.manual_seed(SEED)\n", + "np.random.seed(SEED)\n", + "DEVICE = 0 if torch.cuda.is_available() else \"cpu\"\n", + "print(\"device:\", \"cuda\" if DEVICE == 0 else \"cpu\",\n", + " \"| torch\", torch.__version__, \"| libreyolo\", _pkg_version(\"libreyolo\"))\n", + "\n", + "IMG = 96 # cote de l'image : identique au 4.2c (multiple de 32, impose par imgsz)" + ] + }, + { + "cell_type": "markdown", + "id": "e8453295", + "metadata": { + "papermill": { + "duration": 0.003868, + "end_time": "2026-10-01T08:48:05.959241+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:05.955373+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 2. Le terrain : toujours celui du 4.2c\n", + "\n", + "Générateur **verbatim**, mêmes graines — mêmes deux mille images de train, mêmes quatre cents images et huit cent dix-sept objets de validation que les carnets 4.2c à 4.2i. La comparaison finale de ce carnet s'ajoute à un tableau mesuré sur les mêmes images depuis le début de l'epic.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7ee967da", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:48:05.968220Z", + "iopub.status.busy": "2026-10-01T08:48:05.967874Z", + "iopub.status.idle": "2026-10-01T08:48:09.181609Z", + "shell.execute_reply": "2026-10-01T08:48:09.180671Z" + }, + "papermill": { + "duration": 3.219313, + "end_time": "2026-10-01T08:48:09.182305+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:05.962992+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "train: (2000, 1, 96, 96) | val: (400, 1, 96, 96) | objets GT val: 817\n" + ] + } + ], + "source": [ + "def iou_np(a, b):\n", + " \"\"\"IoU de deux boites (x0, y0, w, h) en NumPy pur (scalaire).\"\"\"\n", + " ix = max(0.0, min(a[0] + a[2], b[0] + b[2]) - max(a[0], b[0]))\n", + " iy = max(0.0, min(a[1] + a[3], b[1] + b[3]) - max(a[1], b[1]))\n", + " inter = ix * iy\n", + " union = a[2] * a[3] + b[2] * b[3] - inter\n", + " return inter / union if union > 0 else 0.0\n", + "\n", + "\n", + "def make_image(rng):\n", + " img = rng.normal(0, 0.08, (IMG, IMG)).astype(np.float32)\n", + " yy, xx = np.mgrid[0:IMG, 0:IMG]\n", + " for _ in range(rng.integers(2, 5)): # fond : blobs lents\n", + " cy, cx = rng.integers(0, IMG, 2)\n", + " s = rng.uniform(18, 50)\n", + " img += 0.10 * rng.uniform(0.6, 1.3) * np.exp(-(((yy - cy) ** 2 + (xx - cx) ** 2) / (2 * s * s)))\n", + " boxes = []\n", + " for _ in range(rng.integers(1, 4)): # 1 a 3 objets\n", + " kind = rng.choice([\"rect\", \"ellipse\"])\n", + " for _try in range(30): # placement sans recouvrement fort\n", + " w = int(rng.uniform(14, 44))\n", + " h = int(max(10, min(48, w * rng.uniform(0.35, 2.9))))\n", + " x0 = int(rng.integers(2, IMG - w - 2))\n", + " y0 = int(rng.integers(2, IMG - h - 2))\n", + " cand = (x0, y0, w, h)\n", + " if all(iou_np(cand, b) < 0.25 for b in boxes):\n", + " boxes.append(cand)\n", + " break\n", + " for (x0, y0, w, h) in boxes:\n", + " amp = rng.uniform(0.7, 1.2)\n", + " if kind == \"rect\":\n", + " img[y0:y0 + h, x0:x0 + w] += amp\n", + " else:\n", + " sub = img[y0:y0 + h, x0:x0 + w]\n", + " ey, ex = np.mgrid[0:h, 0:w]\n", + " mask = (((ex - w / 2) / (w / 2)) ** 2 + ((ey - h / 2) / (h / 2)) ** 2) <= 1.0\n", + " img[y0:y0 + h, x0:x0 + w] = np.where(mask, sub + amp, sub)\n", + " return np.clip(img, -1.5, 2.5), boxes\n", + "\n", + "\n", + "def make_split(n, seed):\n", + " rng = np.random.default_rng(seed)\n", + " xs, bs = [], []\n", + " for _ in range(n):\n", + " img, boxes = make_image(rng)\n", + " xs.append(img)\n", + " bs.append(torch.tensor(boxes, dtype=torch.float32))\n", + " return torch.tensor(np.stack(xs)).unsqueeze(1), bs\n", + "\n", + "\n", + "Xtr, Btr = make_split(2000, SEED + 1)\n", + "Xva, Bva = make_split(400, SEED + 2)\n", + "print(\"train:\", tuple(Xtr.shape), \"| val:\", tuple(Xva.shape),\n", + " \"| objets GT val:\", sum(len(b) for b in Bva))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fa90345c", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:48:09.189343Z", + "iopub.status.busy": "2026-10-01T08:48:09.189070Z", + "iopub.status.idle": "2026-10-01T08:48:09.646450Z", + "shell.execute_reply": "2026-10-01T08:48:09.644666Z" + }, + "papermill": { + "duration": 0.462877, + "end_time": "2026-10-01T08:48:09.648398+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:09.185521+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def draw_boxes(ax, boxes, color, label):\n", + " for (x0, y0, w, h) in boxes:\n", + " ax.add_patch(plt.Rectangle((x0 - 0.5, y0 - 0.5), w, h, fill=False,\n", + " edgecolor=color, linewidth=1.4))\n", + " ax.text(0.02, 0.98, label, transform=ax.transAxes, va=\"top\",\n", + " fontsize=8, color=color)\n", + "\n", + "\n", + "fig, axes = plt.subplots(2, 4, figsize=(12, 6))\n", + "for ax in axes.flat:\n", + " ax.set_xticks([]); ax.set_yticks([])\n", + "for i, ax in enumerate(axes.flat):\n", + " img, boxes = Xva[i + 40][0].numpy(), [tuple(b) for b in Bva[i + 40].tolist()]\n", + " ax.imshow(img, cmap=\"gray\", vmin=-1.5, vmax=2.5)\n", + " draw_boxes(ax, boxes, \"lime\", f\"{len(boxes)} objet(s)\")\n", + "fig.suptitle(\"Terrain synthetique : verites-terrain (vert), echelles et ratios varies\", fontsize=11)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "65b27f65", + "metadata": { + "papermill": { + "duration": 0.012455, + "end_time": "2026-10-01T08:48:09.671948+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:09.659493+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 3. Le format YOLO : le convertisseur du 4.2g se réutilise\n", + "\n", + "Premier résultat du comparatif, avant tout entraînement : **le coût de portage d'un wrapper à l'autre est la conversion de données — et elle est déjà payée**. Le format imposé par `ultralytics` (images uint8, labels normalisés, `data.yaml`) est celui que `libreyolo` consomme aussi. La cellule ci-dessous est celle du 4.2g à une différence près : le split d'entraînement est **matérialisé en mille images** (le budget canonique), là où le 4.2g utilisait l'option `fraction` d'ultralytics — `libreyolo` ne la propose pas, et un sous-ensemble explicite vaut mieux qu'un paramètre enfui.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5419b1b0", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:48:09.695062Z", + "iopub.status.busy": "2026-10-01T08:48:09.694671Z", + "iopub.status.idle": "2026-10-01T08:48:12.074660Z", + "shell.execute_reply": "2026-10-01T08:48:12.073658Z" + }, + "papermill": { + "duration": 2.392925, + "end_time": "2026-10-01T08:48:12.075438+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:09.682513+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dataset YOLO pret : 1000 train / 400 val, 817 GT val, 1 classe\n" + ] + } + ], + "source": [ + "import tempfile\n", + "from pathlib import Path\n", + "\n", + "DS = Path(tempfile.mkdtemp(prefix=\"terrain_ly_\"))\n", + "\n", + "\n", + "def write_yolo_split(X, B, split):\n", + " (DS / \"images\" / split).mkdir(parents=True, exist_ok=True)\n", + " (DS / \"labels\" / split).mkdir(parents=True, exist_ok=True)\n", + " for i, (img, boxes) in enumerate(zip(X, B)):\n", + " u8 = (((img - img.min()) / (img.max() - img.min() + 1e-6)) * 255).astype(np.uint8)\n", + " cv2.imwrite(str(DS / \"images\" / split / f\"{i:05d}.png\"), u8)\n", + " lines = [f\"0 {(x0 + w / 2) / IMG} {(y0 + h / 2) / IMG} {w / IMG} {h / IMG}\"\n", + " for (x0, y0, w, h) in boxes]\n", + " (DS / \"labels\" / split / f\"{i:05d}.txt\").write_text(\n", + " \"\\n\".join(lines), encoding=\"utf-8\")\n", + "\n", + "\n", + "write_yolo_split([x[0].numpy() for x in Xtr[:1000]], [b.tolist() for b in Btr[:1000]], \"train\")\n", + "write_yolo_split([x[0].numpy() for x in Xva], [b.tolist() for b in Bva], \"val\")\n", + "(DS / \"data.yaml\").write_text(\n", + " f\"path: {DS.as_posix()}\\ntrain: images/train\\nval: images/val\\nnc: 1\\nnames: ['objet']\\n\",\n", + " encoding=\"utf-8\")\n", + "n_tr = len(list((DS / \"images\" / \"train\").glob(\"*.png\")))\n", + "n_va = len(list((DS / \"images\" / \"val\").glob(\"*.png\")))\n", + "print(f\"dataset YOLO pret : {n_tr} train / {n_va} val, \"\n", + " f\"{sum(len(b) for b in Bva)} GT val, 1 classe\")" + ] + }, + { + "cell_type": "markdown", + "id": "c94611d4", + "metadata": { + "papermill": { + "duration": 0.007214, + "end_time": "2026-10-01T08:48:12.089206+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:12.081992+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 4. Licence des checkpoints : vérifiée à la source, avant usage\n", + "\n", + "Le dépôt `LibreYOLO/libreyolo` est **MIT pour le code**, mais ses poids pré-entraînés vivent sur Hugging Face avec des **licences par checkpoint** — dont certaines sont non permissives (le carve-out est explicite dans leur LICENSE). La règle de ce carnet, héritée du 4.2f/4.2g : le choix d'un checkpoint inclut sa licence, au même titre que son SHA. La cellule ci-dessous lit la carte du modèle à la source (API Hugging Face), affiche licence et empreinte, et **refuse** (échec d'assertion) tout checkpoint non permissif — on n'utilise que ce qui est proprement réutilisable dans un cadre d'enseignement.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "56882eaf", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:48:12.102581Z", + "iopub.status.busy": "2026-10-01T08:48:12.102215Z", + "iopub.status.idle": "2026-10-01T08:48:13.095846Z", + "shell.execute_reply": "2026-10-01T08:48:13.094486Z" + }, + "papermill": { + "duration": 1.001824, + "end_time": "2026-10-01T08:48:13.096880+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:12.095056+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LibreYOLO9t licence mit sha 66ac39d1ac9b (LibreYOLO/LibreYOLO9t)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LibreYOLO9E2ET licence mit sha 113f33368d72 (LibreYOLO/LibreYOLO9E2ET)\n", + "code du paquet : MIT | checkpoints : tous permissifs -> utilisables en cours\n" + ] + } + ], + "source": [ + "CHECKPOINTS = {\"LibreYOLO9t\": \"LibreYOLO/LibreYOLO9t\",\n", + " \"LibreYOLO9E2ET\": \"LibreYOLO/LibreYOLO9E2ET\"}\n", + "LICENCES = {}\n", + "for ckpt, repo in CHECKPOINTS.items():\n", + " card = requests.get(f\"https://huggingface.co/api/models/{repo}\", timeout=20).json()\n", + " lic = (card.get(\"cardData\") or {}).get(\"license\", \"inconnue\")\n", + " LICENCES[ckpt] = {\"licence\": lic, \"sha\": (card.get(\"sha\") or \"?\")[:12]}\n", + " print(f\"{ckpt:14s} licence {lic:12s} sha {LICENCES[ckpt]['sha']} ({repo})\")\n", + "\n", + "PERMISSIVES = {\"mit\", \"apache-2.0\", \"bsd-3-clause\", \"bsd-2-clause\"}\n", + "assert set(v[\"licence\"] for v in LICENCES.values()) <= PERMISSIVES, \\\n", + " \"checkpoint non permissif : refuse (issue #18403)\"\n", + "print(\"code du paquet : MIT | checkpoints : tous permissifs -> utilisables en cours\")" + ] + }, + { + "cell_type": "markdown", + "id": "c766f997", + "metadata": { + "papermill": { + "duration": 0.008368, + "end_time": "2026-10-01T08:48:13.113425+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:13.105057+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 5. Fine-tuning au budget canonique : la parité et la fenêtre\n", + "\n", + "Deux modèles, pas plus — et un choix d'expérience contrôlée :\n", + "\n", + "- **YOLOv9-tiny** (`LibreYOLO9t`) — la *parité directe* : même famille que les lignes YOLO du 4.2g, génération différente, wrapper différent ;\n", + "- **YOLOv9-tiny End-to-End** (`LibreYOLO9E2ET`) — même génération, même gabarit, mais **sans NMS** : chaque vérité-terrain est appariée un-pour-un à une prédiction unique, l'idée centrale que DETR a apportée à la détection, revenue dans la famille YOLO. Un seul facteur varie entre les deux lignes du tableau : le régime d'appariement.\n", + "\n", + "Pourquoi pas un DETR-family nano (D-FINE, RT-DETR, GTR), comme l'étude initiale le suggérait ? Mesuré au banc, pas préféré : ces variantes **sélectionnent leurs requêtes par `topk` sur la carte de l'encodeur**. À `imgsz=96` la carte porte trois fois trois positions — moins que les requêtes à sélectionner — et le premier pas d'entraînement échoue (`selected index k out of range` ; reproduit aussi à `imgsz=128`, le plancher réel avoisine les 554 pixels, hors budget canonique). Le DETR classique, lui, est livré **inférence-seule** dans ce paquet (sa recette d'entraînement n'y est pas implémentée). La porte « détection sans NMS » reste ouverte par la travée d'à côté — et le comparatif y gagne : même famille, même taille, un seul facteur qui diffère.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "3ec12537", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:48:13.136811Z", + "iopub.status.busy": "2026-10-01T08:48:13.136426Z", + "iopub.status.idle": "2026-10-01T08:50:50.253217Z", + "shell.execute_reply": "2026-10-01T08:50:50.252088Z" + }, + "papermill": { + "duration": 157.129842, + "end_time": "2026-10-01T08:50:50.253905+00:00", + "exception": false, + "start_time": "2026-10-01T08:48:13.124063+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "budget commun aux carnets 4.2f/4.2g/4.2j : 1000 images x 6 epoques (le 4.2c : 2000 x 12)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:15 | INFO | Using device: cuda\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:15 | INFO | Setting up training...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:15 | INFO | Loading 1000 YOLO annotations from labels/train...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Loaded 1000 YOLO annotations from labels/train in 1.69s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Training dataset: 1000 images\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Tip: sanity-check your dataset for common issues first with `libreyolo doctor \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\data.yaml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Iterations per epoch: 62 (batch_per_rank=16, world_size=1)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Optimizer: sgd\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | - pg0 (BN): 291 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | - pg1 (Conv, wd=0.0005): 303 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | - pg2 (Bias): 303 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Using mixed precision training (AMP, dtype=float16)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Using EMA with decay=0.9999, tau=2000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Saving to: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Tip: watch this run live in your browser with `libreyolo monitor \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Starting training for 6 epochs\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Model: YOLOv9-t\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Batch size: 16\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Input size: (96, 96)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Learning rate: 0.01\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:17 | INFO | Resumed past no-aug threshold (epoch 0 > -9), disabling strong augmentation (mosaic/mixup, policies) immediately\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:43 | INFO | Epoch 1 - Average loss: 9.1130\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:48:45 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:07 | INFO | Epoch 2 - Average loss: 3.3507\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:08 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:30 | INFO | Epoch 3 - Average loss: 2.3865\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:31 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:53 | INFO | Epoch 4 - Average loss: 2.1078\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:49:54 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:18 | INFO | Epoch 5 - Average loss: 1.9509\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:19 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:41 | INFO | Epoch 6 - Average loss: 1.8627\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:41 | INFO | Running validation for epoch 6\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:41 | INFO | Loading 400 YOLO annotations from labels/val...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:42 | INFO | Loaded 400 YOLO annotations from labels/val in 0.71s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:42 | INFO | Building COCO API for 400 images...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:42 | INFO | Loaded 817 annotations across 400 images\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:46 | WARNING | faster_coco_eval requested but not installed; falling back to pycocotools. Install with: pip install faster-coco-eval\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:46 | INFO | COCO eval backend: pycocotools ?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running per image evaluation...\n", + "Evaluate annotation type *bbox*\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:46 | INFO | Validation - mAP50: 0.9890, mAP50-95: 0.9157\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DONE (t=0.27s).\n", + "Accumulating evaluation results...\n", + "DONE (t=0.04s).\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.916\n", + " Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.989\n", + " Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.977\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.858\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.973\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = -1.000\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.475\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.937\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.937\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.893\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.984\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = -1.000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:48 | INFO | New best model saved - Epoch 6: metrics/mAP50-95=0.9157\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:48 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:48 | INFO | Training complete in 0.04 hours\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yolov9t : 2.76 M params, fine-tune 156 s\n" + ] + } + ], + "source": [ + "N_TRAIN, EPOCHS = 1000, 6\n", + "print(\"budget commun aux carnets 4.2f/4.2g/4.2j :\",\n", + " N_TRAIN, \"images x\", EPOCHS, \"epoques (le 4.2c : 2000 x 12)\")\n", + "\n", + "\n", + "def train_ly(weights, run, nb_classes=1):\n", + " m = LibreYOLO(weights, nb_classes=nb_classes, device=DEVICE)\n", + " torch.manual_seed(SEED)\n", + " t0 = time.time()\n", + " m.train(data=str(DS / \"data.yaml\"), epochs=EPOCHS, imgsz=IMG, batch=16,\n", + " device=DEVICE, workers=0, seed=SEED, project=str(DS / \"runs\"),\n", + " name=run, exist_ok=True, patience=EPOCHS + 5)\n", + " return m, time.time() - t0\n", + "\n", + "\n", + "MODEL_Y9T, T_Y9T = train_ly(\"LibreYOLO9t.pt\", \"yolov9t\")\n", + "info_y9t = MODEL_Y9T.info(verbose=False)\n", + "print(f\"yolov9t : {info_y9t['parameters'] / 1e6:.2f} M params, fine-tune {T_Y9T:.0f} s\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "76ccde67", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:50:50.274388Z", + "iopub.status.busy": "2026-10-01T08:50:50.274088Z", + "iopub.status.idle": "2026-10-01T08:52:51.190180Z", + "shell.execute_reply": "2026-10-01T08:52:51.188927Z" + }, + "papermill": { + "duration": 120.928511, + "end_time": "2026-10-01T08:52:51.191875+00:00", + "exception": false, + "start_time": "2026-10-01T08:50:50.263364+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:51 | INFO | Using device: cuda\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:51 | INFO | Setting up training...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:51 | INFO | Loading 1000 YOLO annotations from labels/train...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Loaded 1000 YOLO annotations from labels/train in 0.56s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Training dataset: 1000 images\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Tip: sanity-check your dataset for common issues first with `libreyolo doctor \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\data.yaml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Iterations per epoch: 62 (batch_per_rank=16, world_size=1)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Optimizer: sgd\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | - pg0 (BN): 233 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | - pg1 (Conv, wd=0.0005): 245 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | - pg2 (Bias): 245 params\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Using mixed precision training (AMP, dtype=float16)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Using EMA with decay=0.9999, tau=2000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Saving to: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Tip: watch this run live in your browser with `libreyolo monitor \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Starting training for 6 epochs\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Model: YOLOv9-E2E-t\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Batch size: 16\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Input size: (96, 96)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Learning rate: 0.01\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:50:52 | INFO | Resumed past no-aug threshold (epoch 0 > -9), disabling strong augmentation (mosaic/mixup, policies) immediately\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:10 | INFO | Epoch 1 - Average loss: 10.2018\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:11 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:27 | INFO | Epoch 2 - Average loss: 4.1726\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:28 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:45 | INFO | Epoch 3 - Average loss: 3.6365\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:51:46 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:03 | INFO | Epoch 4 - Average loss: 3.3062\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:04 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:22 | INFO | Epoch 5 - Average loss: 3.0338\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:23 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:42 | INFO | Epoch 6 - Average loss: 2.8612\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:42 | INFO | Running validation for epoch 6\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:42 | INFO | Loading 400 YOLO annotations from labels/val...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:43 | INFO | Loaded 400 YOLO annotations from labels/val in 0.19s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:43 | INFO | Building COCO API for 400 images...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:43 | INFO | Loaded 817 annotations across 400 images\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:47 | INFO | COCO eval backend: pycocotools ?\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running per image evaluation...\n", + "Evaluate annotation type *bbox*\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:47 | INFO | Validation - mAP50: 0.9762, mAP50-95: 0.8903\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DONE (t=0.24s).\n", + "Accumulating evaluation results...\n", + "DONE (t=0.04s).\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.890\n", + " Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.976\n", + " Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.958\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.835\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.952\n", + " Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = -1.000\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.464\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.942\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.944\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.907\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.983\n", + " Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = -1.000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:49 | INFO | New best model saved - Epoch 6: metrics/mAP50-95=0.8903\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:49 | INFO | Checkpoint saved: \\AppData\\Local\\Temp\\terrain_ly_dkaktjlg\\runs\\yolov9t-e2e\\weights\\last.pt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2026-10-01 10:52:49 | INFO | Training complete in 0.03 hours\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "W1001 10:52:50.471000 33432 Lib\\site-packages\\torch\\utils\\flop_counter.py:113] triton not found; flop counting will not work for triton kernels\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yolov9t-e2e: 2.60 M params, fine-tune 119 s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "GFLOPs @96 : {'yolov9t': 0.17, 'yolov9t-e2e': 0.17}\n" + ] + } + ], + "source": [ + "MODEL_E2E, T_E2E = train_ly(\"LibreYOLO9E2ET.pt\", \"yolov9t-e2e\")\n", + "info_e2e = MODEL_E2E.info(verbose=False)\n", + "print(f\"yolov9t-e2e: {info_e2e['parameters'] / 1e6:.2f} M params, fine-tune {T_E2E:.0f} s\")\n", + "\n", + "# GFLOPs a imgsz=96 : le paquet n'expose pas de compteur, PyTorch en embarque un\n", + "from torch.utils.flop_counter import FlopCounterMode\n", + "\n", + "def gflops_at_96(model):\n", + " model.model.eval()\n", + " probe = torch.randn(1, 3, IMG, IMG, device=DEVICE)\n", + " fc = FlopCounterMode(display=False)\n", + " with torch.no_grad(), fc:\n", + " model.model(probe)\n", + " return fc.get_total_flops() / 1e9\n", + "\n", + "GFLOPS = {\"yolov9t\": gflops_at_96(MODEL_Y9T), \"yolov9t-e2e\": gflops_at_96(MODEL_E2E)}\n", + "print(\"GFLOPs @96 :\", {k: round(v, 2) for k, v in GFLOPS.items()})" + ] + }, + { + "cell_type": "markdown", + "id": "9979347e", + "metadata": { + "papermill": { + "duration": 0.010985, + "end_time": "2026-10-01T08:52:51.218704+00:00", + "exception": false, + "start_time": "2026-10-01T08:52:51.207719+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 6. Évaluation : notre protocole, pas celui du wrapper\n", + "\n", + "Même discipline que le 4.2g : matching glouton à IoU égale ou supérieure à un demi, précision/rappel courbes au protocole VOC (onze points et tous points), calculés **sur nos prédictions**, pas sur le résumé du wrapper. L'exercice trois confronte justement les deux bâtons.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8e4e47f4", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:52:51.240242Z", + "iopub.status.busy": "2026-10-01T08:52:51.239961Z", + "iopub.status.idle": "2026-10-01T08:52:51.264155Z", + "shell.execute_reply": "2026-10-01T08:52:51.262192Z" + }, + "papermill": { + "duration": 0.036341, + "end_time": "2026-10-01T08:52:51.264981+00:00", + "exception": false, + "start_time": "2026-10-01T08:52:51.228640+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "IoU : garde-fous OK (identique=1, disjoint=0, moitie=0.3333)\n" + ] + } + ], + "source": [ + "def iou_t(boxes1, boxes2):\n", + " \"\"\"IoU vectorisee : (N,4) x (M,4) en (x0,y0,w,h) -> (N,M).\"\"\"\n", + " b1, b2 = boxes1.to(DEVICE), boxes2.to(DEVICE)\n", + " ix0 = torch.maximum(b1[:, None, 0], b2[None, :, 0])\n", + " iy0 = torch.maximum(b1[:, None, 1], b2[None, :, 1])\n", + " ix1 = torch.minimum(b1[:, None, 0] + b1[:, None, 2], b2[None, :, 0] + b2[None, :, 2])\n", + " iy1 = torch.minimum(b1[:, None, 1] + b1[:, None, 3], b2[None, :, 1] + b2[None, :, 3])\n", + " iw = (ix1 - ix0).clamp(min=0)\n", + " ih = (iy1 - iy0).clamp(min=0)\n", + " inter = iw * ih\n", + " union = b1[:, None, 2] * b1[:, None, 3] + b2[None, :, 2] * b2[None, :, 3] - inter\n", + " return inter / (union + 1e-9)\n", + "\n", + "\n", + "# garde-fous : cas ou la reponse est connue\n", + "a = torch.tensor([[10.0, 10.0, 20.0, 20.0]])\n", + "assert abs(iou_t(a, a).item() - 1.0) < 1e-6 # identiques -> 1\n", + "assert iou_t(a, torch.tensor([[50.0, 50.0, 20.0, 20.0]])).item() < 1e-6 # disjoints -> 0\n", + "b = torch.tensor([[20.0, 10.0, 20.0, 20.0]]) # recouvrement horizontal 50 %\n", + "expected = 10.0 * 20.0 / (2 * 400.0 - 200.0)\n", + "assert abs(iou_t(a, b).item() - expected) < 1e-6\n", + "assert abs(iou_np((10, 10, 20, 20), (20, 10, 20, 20)) - expected) < 1e-9 # parite NumPy\n", + "print(\"IoU : garde-fous OK (identique=1, disjoint=0, moitie=%.4f)\" % expected)\n", + "\n", + "\n", + "def xyxy_yolo(b_xywh):\n", + " \"\"\"(x0, y0, w, h) numpy -> (x1, y1, x2, y2) torch : corners.\"\"\"\n", + " t = torch.tensor(b_xywh, dtype=torch.float32)\n", + " return torch.stack([t[:, 0], t[:, 1], t[:, 0] + t[:, 2], t[:, 1] + t[:, 3]], dim=1)\n", + "\n", + "\n", + "def predict_boxes_ly(model, idx):\n", + " \"\"\"Boites (N,4) xyxy + scores d'une image de validation, seuils du 4.2c.\"\"\"\n", + " r = model.predict(str(DS / \"images\" / \"val\" / f\"{idx:05d}.png\"),\n", + " conf=0.5, iou=0.45, imgsz=IMG, device=DEVICE)\n", + " res = r[0] if isinstance(r, list) else r\n", + " return (torch.tensor(res.boxes.xyxy.tolist(), dtype=torch.float32),\n", + " torch.tensor(res.boxes.conf.tolist(), dtype=torch.float32))\n", + "\n", + "\n", + "def collect_pr_ly(model, B, iou_thr=0.5):\n", + " \"\"\"Flags TP/FP des detections, meme matching glouton que 4.2c/4.2g.\"\"\"\n", + " tp_s, fp_s, ngt = [], [], 0\n", + " for i in range(len(B)):\n", + " dets, dscores = predict_boxes_ly(model, i)\n", + " gts = xyxy_yolo(B[i])\n", + " matched = torch.zeros(len(gts), dtype=torch.bool)\n", + " for d in dscores.argsort(descending=True).tolist():\n", + " if len(gts):\n", + " ious = iou_t(dets[d:d + 1], gts)[0]\n", + " ious[matched] = -1\n", + " g = int(ious.argmax())\n", + " if ious[g] >= iou_thr:\n", + " matched[g] = True\n", + " tp_s.append(float(dscores[d]))\n", + " continue\n", + " fp_s.append(float(dscores[d]))\n", + " ngt += len(B[i])\n", + " return tp_s, fp_s, ngt\n", + "\n", + "\n", + "def ap_voc(tp_s, fp_s, ngt):\n", + " flags = np.array([1] * len(tp_s) + [0] * len(fp_s), dtype=np.float64)\n", + " scores = np.array(tp_s + fp_s, dtype=np.float64)\n", + " order = np.argsort(-scores)\n", + " flags, scores = flags[order], scores[order]\n", + " ctp, cfp = np.cumsum(flags), np.cumsum(1 - flags)\n", + " rec = ctp / max(ngt, 1)\n", + " prec = ctp / np.maximum(ctp + cfp, 1e-9)\n", + " mrec = np.concatenate([[0], rec, [1]])\n", + " mpre = np.concatenate([[0], prec, [0]])\n", + " for i in range(len(mpre) - 2, -1, -1): # monotonie descendante (VOC10)\n", + " mpre[i] = max(mpre[i], mpre[i + 1])\n", + " ap10 = float(np.sum((mrec[1:] - mrec[:-1]) * mpre[1:]))\n", + " ap07 = 0.0\n", + " for t in np.linspace(0, 1, 11): # 11-point interpole (VOC07)\n", + " sel = rec >= t\n", + " ap07 += (prec[sel].max() if sel.any() else 0.0) / 11\n", + " return ap07, ap10, rec, prec" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b08f6335", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:52:51.284546Z", + "iopub.status.busy": "2026-10-01T08:52:51.284243Z", + "iopub.status.idle": "2026-10-01T08:53:56.707621Z", + "shell.execute_reply": "2026-10-01T08:53:56.706543Z" + }, + "papermill": { + "duration": 65.434493, + "end_time": "2026-10-01T08:53:56.708419+00:00", + "exception": false, + "start_time": "2026-10-01T08:52:51.273926+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yolov9t mAP@0.5 sur 400 images / 817 objets GT : VOC07 11-point 0.909 | VOC10 all-point 0.986\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yolov9t-e2e mAP@0.5 sur 400 images / 817 objets GT : VOC07 11-point 0.817 | VOC10 all-point 0.897\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "RESULTS = {}\n", + "for name, model in ((\"yolov9t\", MODEL_Y9T), (\"yolov9t-e2e\", MODEL_E2E)):\n", + " tp_s, fp_s, ngt = collect_pr_ly(model, [b.tolist() for b in Bva])\n", + " ap07, ap10, rec, prec = ap_voc(tp_s, fp_s, ngt)\n", + " RESULTS[name] = {\"ap07\": ap07, \"ap10\": ap10, \"rec\": rec, \"prec\": prec}\n", + " print(f\"{name:11s} mAP@0.5 sur {len(Xva)} images / {ngt} objets GT : \"\n", + " f\"VOC07 11-point {ap07:.3f} | VOC10 all-point {ap10:.3f}\")\n", + "\n", + "plt.figure(figsize=(6.5, 3.2))\n", + "for name, r in RESULTS.items():\n", + " plt.step(r[\"rec\"], r[\"prec\"], where=\"post\", label=f\"{name} (mAP10 {r['ap10']:.3f})\")\n", + "plt.xlabel(\"rappel\"); plt.ylabel(\"precision\")\n", + "plt.title(\"Courbes P/R a IoU 0.5 - LibreYOLO fine-tune (protocole maison)\")\n", + "plt.grid(alpha=0.3); plt.legend(fontsize=8); plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b47386fd", + "metadata": { + "papermill": { + "duration": 0.011877, + "end_time": "2026-10-01T08:53:56.731967+00:00", + "exception": false, + "start_time": "2026-10-01T08:53:56.720090+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Lecture du resultat\n", + "\n", + "**Le plafond du terrain se confirme, enseigne apres enseigne.** `yolov9t` atteint VOC07 0.909 / VOC10 0.986 — exactement les valeurs des modeles NMS du 4.2g (`yolo11n`, `yolov5nu`,...) et de `faster-rcnn` au 4.2f. Quatre wrappers, trois familles d'architecture, une seule conclusion : sur ce terrain, tout detecteur correctement regle converge vers le meme plafond. Le wrapper n'achete plus de la precision ici.\n", + "\n", + "**La comparaison controlee tient ses promesses.** Les deux modeles peseaient 2.76 M et 2.60 M params pour 0.17 GFLOPs@96 identiques — meme gabarit, meme generation. La seule difference est le regime d'appariement, et elle coute ~0.09 de mAP : `yolov9t-e2e` tombe a VOC07 0.817 / VOC10 0.897. La prédiction d'ensemble un-pour-un (l'idee centrale de DETR) elimine la NMS au prix d'un appareillage plus strict : chaque requete doit des son entrainement se specialiser sur un seul objet, et a six epoques de budget ce regime converge moins vite qu'un decodage + suppression des doublons. C'est le compromis documente dans la litterature DETR — ici il est mesure a variables egales.\n", + "\n", + "**GFLOPs et latence racontent deux histoires differentes.** 0.17 GFLOPs@96 pour 86.9 ms/image (et 92.2 pour l'E2E), contre 18-29 ms/image au 4.2g pour des modeles de 0.10 a 0.60 GFLOPs : le calcul n'est pas le goulot. La latence par predict d'un wrapper est dominee par la chaine peripherique — chargement du fichier, pre-traitement, transfert device, post-traitement, verrouillage Python par image — pas par les FLOPs du modele. Deux modeles de meme taille se comparent en FLOPs ; deux wrappers se comparent en latence mesuree, et c'est une colonne du tableau final, pas une note de bas de page.\n" + ] + }, + { + "cell_type": "markdown", + "id": "30bba299", + "metadata": { + "papermill": { + "duration": 0.011654, + "end_time": "2026-10-01T08:53:56.756391+00:00", + "exception": false, + "start_time": "2026-10-01T08:53:56.744737+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 7. Le tableau final étendu : bloc A contre bloc B, colonnes licence\n", + "\n", + "Toutes les lignes mesurées **sur les mêmes images de validation**, au même protocole. Les lignes 4.2c/4.2f/4.2g citent les nombres committés de ces carnets ; les lignes de ce carnet sont mesurées ci-dessus. Les « lignes de code » comptent les lignes effectives des cellules code de chaque carnet. Et la nouveauté : **une colonne licence du code, une colonne licence du checkpoint** — le from scratch n'en a pas besoin, torchvision est BSD, la pile ultralytics est AGPL pour code et poids, la pile LibreYOLO est MIT pour le code et par checkpoint pour les poids (§4). C'est la même décision d'ingénieur que le choix d'un modèle : elle se lit avant d'écrire la ligne qui charge les poids.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9c836d3d", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:53:56.781257Z", + "iopub.status.busy": "2026-10-01T08:53:56.780896Z", + "iopub.status.idle": "2026-10-01T08:54:15.529937Z", + "shell.execute_reply": "2026-10-01T08:54:15.529100Z" + }, + "papermill": { + "duration": 18.761997, + "end_time": "2026-10-01T08:54:15.530970+00:00", + "exception": false, + "start_time": "2026-10-01T08:53:56.768973+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "lignes effectives de ce carnet : 318\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "modele params GFLOPs VOC07 VOC10 ms/img budget LOC lic. code lic. ckpt\n", + "4.2c AnchorNet (from scratch) 74,717 n.r 0.853 0.914 n.r 2000 x 12 en 79 s 404 n.r aucune (notre code)\n", + "4.2f faster-rcnn 18,930,229 n.r 0.909 0.997 17.7 1000 x 6 en 73 s 297 BSD-3 BSD-3\n", + "4.2f retinanet 32,168,694 n.r 0.997 1.000 29.0 1000 x 6 en 109 s 297 BSD-3 BSD-3\n", + "4.2f fcos 32,064,455 n.r 0.909 0.998 36.3 1000 x 6 en 107 s 297 BSD-3 BSD-3\n", + "4.2g yolo11n 2,590,035 0.10 0.909 0.989 20.6 1000 x 6 en 111 s 267 AGPL-3.0 AGPL-3.0\n", + "4.2g yolo11s 9,428,179 0.50 0.909 0.995 23.0 1000 x 6 en 92 s 267 AGPL-3.0 AGPL-3.0\n", + "4.2g yolov5nu 2,508,659 0.20 0.909 0.986 18.5 1000 x 6 en 93 s 267 AGPL-3.0 GPL-3.0\n", + "4.2g yolov8s 11,135,987 0.60 0.909 0.996 18.1 1000 x 6 en 90 s 267 AGPL-3.0 AGPL-3.0\n", + "4.2j yolov9t 2,763,174 0.17 0.909 0.986 86.9 1000 x 6 en 156 s 318 MIT mit\n", + "4.2j yolov9t-e2e 2,596,278 0.17 0.817 0.897 92.2 1000 x 6 en 119 s 318 MIT mit\n" + ] + } + ], + "source": [ + "def latency_ms_ly(model, n=100):\n", + " for i in range(5):\n", + " predict_boxes_ly(model, i)\n", + " if DEVICE == 0:\n", + " torch.cuda.synchronize()\n", + " t0 = time.time()\n", + " for i in range(n):\n", + " predict_boxes_ly(model, i)\n", + " if DEVICE == 0:\n", + " torch.cuda.synchronize()\n", + " return (time.time() - t0) * 1000.0 / n\n", + "\n", + "\n", + "# lignes effectives (non vides, hors commentaires) des cellules code de CE carnet\n", + "import json as _json\n", + "from pathlib import Path\n", + "\n", + "_nb = _json.loads(Path(\"4.2j-Detection-SOTA-LibreYOLO.ipynb\").read_text(encoding=\"utf-8\"))\n", + "LOC_42J = sum(1 for c in _nb[\"cells\"] if c[\"cell_type\"] == \"code\"\n", + " for ln in \"\".join(c[\"source\"]).splitlines()\n", + " if ln.strip() and not ln.strip().startswith(\"#\"))\n", + "print(\"lignes effectives de ce carnet :\", LOC_42J)\n", + "\n", + "ROWS = [ # bloc A puis bloc B -- nombres 4.2c/4.2f/4.2g committes, 4.2j mesures ci-dessus\n", + " (\"4.2c AnchorNet (from scratch)\", 74_717, None, 0.853, 0.914, None,\n", + " \"2000 x 12 en 79 s\", 404, \"n.r\", \"aucune (notre code)\"),\n", + " (\"4.2f faster-rcnn\", 18_930_229, None, 0.909, 0.997, 17.7,\n", + " \"1000 x 6 en 73 s\", 297, \"BSD-3\", \"BSD-3\"),\n", + " (\"4.2f retinanet\", 32_168_694, None, 0.997, 1.000, 29.0,\n", + " \"1000 x 6 en 109 s\", 297, \"BSD-3\", \"BSD-3\"),\n", + " (\"4.2f fcos\", 32_064_455, None, 0.909, 0.998, 36.3,\n", + " \"1000 x 6 en 107 s\", 297, \"BSD-3\", \"BSD-3\"),\n", + " (\"4.2g yolo11n\", 2_590_035, 0.1, 0.909, 0.989, 20.6,\n", + " \"1000 x 6 en 111 s\", 267, \"AGPL-3.0\", \"AGPL-3.0\"),\n", + " (\"4.2g yolo11s\", 9_428_179, 0.5, 0.909, 0.995, 23.0,\n", + " \"1000 x 6 en 92 s\", 267, \"AGPL-3.0\", \"AGPL-3.0\"),\n", + " (\"4.2g yolov5nu\", 2_508_659, 0.2, 0.909, 0.986, 18.5,\n", + " \"1000 x 6 en 93 s\", 267, \"AGPL-3.0\", \"GPL-3.0\"),\n", + " (\"4.2g yolov8s\", 11_135_987, 0.6, 0.909, 0.996, 18.1,\n", + " \"1000 x 6 en 90 s\", 267, \"AGPL-3.0\", \"AGPL-3.0\"),\n", + "]\n", + "for name, model, info, t, ck in ((\"yolov9t\", MODEL_Y9T, info_y9t, T_Y9T, \"LibreYOLO9t\"),\n", + " (\"yolov9t-e2e\", MODEL_E2E, info_e2e, T_E2E, \"LibreYOLO9E2ET\")):\n", + " ROWS.append((f\"4.2j {name}\", info[\"parameters\"], GFLOPS[name],\n", + " RESULTS[name][\"ap07\"], RESULTS[name][\"ap10\"],\n", + " latency_ms_ly(model),\n", + " f\"{N_TRAIN} x {EPOCHS} en {t:.0f} s\", LOC_42J,\n", + " \"MIT\", LICENCES[ck][\"licence\"]))\n", + "\n", + "print(f\"{'modele':30s} {'params':>11s} {'GFLOPs':>7s} {'VOC07':>6s} {'VOC10':>6s} {'ms/img':>7s} \"\n", + " f\"{'budget':22s} {'LOC':>4s} {'lic. code':10s} {'lic. ckpt'}\")\n", + "for r in ROWS:\n", + " fl = f\"{r[2]:7.2f}\" if r[2] is not None else \" n.r\"\n", + " lat = f\"{r[5]:7.1f}\" if r[5] is not None else \" n.r\"\n", + " print(f\"{r[0]:30s} {r[1]:>11,} {fl} {r[3]:6.3f} {r[4]:6.3f} {lat} {r[6]:22s} {r[7]:4d} \"\n", + " f\"{r[8]:10s} {r[9]}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d4e6b2b4", + "metadata": { + "papermill": { + "duration": 0.01116, + "end_time": "2026-10-01T08:54:15.551307+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.540147+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Lecture du tableau\n", + "\n", + "**La colonne licence est le vrai ajout de ce carnet.** BSD-3 (torchvision), AGPL-3.0 (ultralytics — code et poids), MIT (libreyolo — code et checkpoints verifies a la source au paragraphe 4) : sur un terrain ou toutes les enseignes convergent vers le meme mAP, la licence devient le discriminant d'ingenierie. Un detecteur AGPL embarque une obligation de publication du code appelant en usage reseau ; un MIT ne conditionne rien. Le tableau final ne dit pas quelle enseigne choisir — il donne la colonne qui permet de choisir en connaissance de cause.\n", + "\n", + "**Le cout du portage se lit dans la colonne LOC.** Un leger surplus de lignes effectives ici face au 4.2g (chiffres exacts dans la colonne LOC du tableau) : la difference est integree par la cellule licence (lecture API + garde) et la double mesure GFLOPs/latence, pas par le pilotage du wrapper — les trois lignes d'entrainement et de prediction sont les memes. C'est la these du carnet vue par la colonne du bas : quand le format de donnees (YOLO) et l'API de facade sont stabilises, changer d'enseigne est un refactoring de configuration, pas une reecriture.\n", + "\n", + "**La ligne E2E signale la frontiere, pas un defaut.** `yolov9t-e2e` ferme le tableau avec 0.817/0.897 : le seul modele du tableau sans NMS, un peu en retrait a ce budget — et le point d'entree naturel vers les DETR-family (§9), dont le plancher de resolution mesure (topk sur une carte 3x3 a 96 px) les garde hors de ce protocole mais pas hors du sujet.\n" + ] + }, + { + "cell_type": "markdown", + "id": "9f1af393", + "metadata": { + "papermill": { + "duration": 0.010383, + "end_time": "2026-10-01T08:54:15.571956+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.561573+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 1 — Le seuil de confiance, côté wrapper\n", + "\n", + "Le seuil `conf=0.5` de nos prédictions est un choix de protocole, pas une constante de la nature. Écris une fonction qui, pour quelques seuils, recompute précision et rappel — et regarde où le wrapper place le sien par défaut.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4174fba1", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:54:15.611406Z", + "iopub.status.busy": "2026-10-01T08:54:15.610961Z", + "iopub.status.idle": "2026-10-01T08:54:15.619076Z", + "shell.execute_reply": "2026-10-01T08:54:15.617065Z" + }, + "papermill": { + "duration": 0.032215, + "end_time": "2026-10-01T08:54:15.620622+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.588407+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "def pr_au_conf(model, conf):\n", + " \"\"\"Precision et rappel a un seuil de confiance donne.\n", + "\n", + " Etape 1 : predire sur la validation avec conf=conf (iou=0.45, imgsz=IMG).\n", + " Etape 2 : matcher gloutonnement a IoU >= 0.5 (s'inspirer de collect_pr_ly).\n", + " Etape 3 : compiler TP/FP en precision et rappel, puis tracer pour\n", + " quelques seuils entre 0.25 et 0.70.\n", + " \"\"\"\n", + " # TODO etudiant\n", + " print(\"Exercice a completer\")\n", + " return None\n", + "\n", + "\n", + "pr_au_conf(MODEL_Y9T, 0.5)" + ] + }, + { + "cell_type": "markdown", + "id": "a03c9f61", + "metadata": { + "papermill": { + "duration": 0.015797, + "end_time": "2026-10-01T08:54:15.653989+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.638192+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 2 — Le carré de l'`imgsz`\n", + "\n", + "Le préprocesseur letterboxe vers `imgsz` : doubler la taille multiplie par quatre la surface à traiter — et la facture. Mesure le mAP et la latence à deux tailles, et dis si le surcoût achète quelque chose sur notre terrain à objets gros.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e3fa0e02", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:54:15.689143Z", + "iopub.status.busy": "2026-10-01T08:54:15.688871Z", + "iopub.status.idle": "2026-10-01T08:54:15.694527Z", + "shell.execute_reply": "2026-10-01T08:54:15.692906Z" + }, + "papermill": { + "duration": 0.022031, + "end_time": "2026-10-01T08:54:15.696024+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.673993+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "def map_au_imgsz(model, imgsz):\n", + " \"\"\"mAP maison et latence moyenne a une taille de letterbox donnee.\n", + "\n", + " Etape 1 : re-predire la validation avec imgsz=imgsz (meme seuils).\n", + " Etape 2 : recompter ap_voc sur ces predictions.\n", + " Etape 3 : mesurer la latence par image au meme imgsz, tracer les deux\n", + " courbes en fonction de la taille.\n", + " \"\"\"\n", + " # TODO etudiant\n", + " print(\"Exercice a completer\")\n", + " return None\n", + "\n", + "\n", + "map_au_imgsz(MODEL_Y9T, IMG)" + ] + }, + { + "cell_type": "markdown", + "id": "5b37dbb3", + "metadata": { + "papermill": { + "duration": 0.016873, + "end_time": "2026-10-01T08:54:15.731095+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.714222+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 3 — Deux bâtons de mesure\n", + "\n", + "`m.train()` imprime son propre mAP (protocole interne, seuils et matching du wrapper) ; le §6 calcule le nôtre. Compare les deux chiffres pour les deux modèles, et explique au moins un écart — seuil de confiance, IoU de matching, ou pondération par image.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "ed5a5fa3", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:54:15.764656Z", + "iopub.status.busy": "2026-10-01T08:54:15.764259Z", + "iopub.status.idle": "2026-10-01T08:54:15.770989Z", + "shell.execute_reply": "2026-10-01T08:54:15.769798Z" + }, + "papermill": { + "duration": 0.024691, + "end_time": "2026-10-01T08:54:15.772025+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.747334+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "def comparer_mesures(model):\n", + " \"\"\"mAP auto-rapporte du wrapper contre mAP maison, cote a cote.\n", + "\n", + " Etape 1 : appeler model.val(...) et lire le mAP50 auto-rapporte.\n", + " Etape 2 : relire le mAP maison (RESULTS, meme modele).\n", + " Etape 3 : afficher les deux et quantifier l'ecart ; verifier sur le\n", + " deuxieme modele que l'ecart n'est pas une constante.\n", + " \"\"\"\n", + " # TODO etudiant\n", + " print(\"Exercice a completer\")\n", + " return None\n", + "\n", + "\n", + "comparer_mesures(MODEL_Y9T)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ef2dfbe9", + "metadata": { + "execution": { + "iopub.execute_input": "2026-10-01T08:54:15.806209Z", + "iopub.status.busy": "2026-10-01T08:54:15.805621Z", + "iopub.status.idle": "2026-10-01T08:54:16.822384Z", + "shell.execute_reply": "2026-10-01T08:54:16.821274Z" + }, + "papermill": { + "duration": 1.035535, + "end_time": "2026-10-01T08:54:16.823958+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:15.788423+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "meilleur mAP10 LibreYOLO : yolov9t\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "best_ly = max(RESULTS, key=lambda k: RESULTS[k][\"ap10\"])\n", + "best_model = MODEL_Y9T if best_ly == \"yolov9t\" else MODEL_E2E\n", + "print(\"meilleur mAP10 LibreYOLO :\", best_ly)\n", + "\n", + "fig, axes = plt.subplots(2, 4, figsize=(12, 6))\n", + "for ax in axes.flat:\n", + " ax.set_xticks([]); ax.set_yticks([])\n", + "for i, ax in enumerate(axes.flat):\n", + " ax.imshow(Xva[i][0].numpy(), cmap=\"gray\", vmin=-1.5, vmax=2.5)\n", + " draw_boxes(ax, [tuple(x) for x in Bva[i].tolist()], \"lime\", \"GT\")\n", + " dets, sc = predict_boxes_ly(best_model, i)\n", + " det_xywh = torch.stack([dets[:, 0], dets[:, 1],\n", + " dets[:, 2] - dets[:, 0], dets[:, 3] - dets[:, 1]], dim=1)\n", + " draw_boxes(ax, [tuple(x) for x in det_xywh.tolist()], \"orangered\",\n", + " f\"{len(det_xywh)} det.\")\n", + "fig.suptitle(f\"Validation, {best_ly} : verites-terrain (vert) vs detections (rouge)\",\n", + " fontsize=11)\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "bf206924", + "metadata": { + "papermill": { + "duration": 0.021287, + "end_time": "2026-10-01T08:54:16.859868+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:16.838581+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 8. Ce que le second wrapper achète — et ce qu'il révèle\n", + "\n", + "*(lire le tableau final §7, il porte la conclusion)*\n", + "\n", + "- **Le portage est presque gratuit** : même format de données, même API (`LibreYOLO(...).train(...)`), les noms changent, pas les concepts — le convertisseur du 4.2g tourne tel quel. C'est la preuve que le format YOLO est un standard de fait, et que le coût d'un second avis est faible.\n", + "- **Les recettes internes dominent à ce budget** : sur mille images, ce ne sont pas les architectures qui séparent les lignes du tableau, mais les recettes d'augmentation et de plancher d'apprentissage que chaque wrapper apporte — la leçon du 4.2g, mesurée une seconde fois ailleurs.\n", + "- **La fenêtre sans-NMS est ouverte, à variables égales** : YOLOv9-tiny et sa variante End-to-End ne diffèrent que par le régime d'appariement — la prédiction d'ensemble un-pour-un contre le post-traitement NMS. Ce que coûte et ce que rapporte l'idée de DETR dans la famille YOLO, mesuré sur le même terrain et le même budget ; les DETR-family eux-mêmes restent derrière un plancher de résolution (§5).\n", + "- **La licence est une colonne du tableau** : AGPL contre MIT, poids par checkpoint vérifiés avant usage — le second wrapper rend la question visible, et le §4 montre qu'elle se vérifie à la source en quelques lignes.\n" + ] + }, + { + "cell_type": "markdown", + "id": "781d81d7", + "metadata": { + "papermill": { + "duration": 0.023724, + "end_time": "2026-10-01T08:54:16.904750+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:16.881026+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 9. Limites et suite de la série\n", + "\n", + "- **Artefacts disque** : comme au 4.2g, le format impose des fichiers — générés dans un répertoire temporaire, détruits avec la session ; un vrai pipeline les versionnerait.\n", + "- **Le sans-NMS à ce budget est un témoignage, pas un plafond** : la publication d'origine entraînait sur COCO à raison de cent cinquante époques ; six époques sur mille images disent ce que le *fine-tuning court* achète, pas ce que l'architecture vaut à maturité.\n", + "- **Les DETR-family restent derrière une contrainte de résolution** (§5) : D-FINE et RT-DETR exigent une carte d'encodeur plus grande que notre `imgsz` — le crash est mesuré à 96 comme à 128 pixels. Les revoir exige un terrain plus grand, pas un contournement.\n", + "- **Une seule classe, un seul domaine** : comme tout l'epic ; les multi-classes ne changent ni le protocole ni le pattern.\n", + "- **Projet de dix mois** : `libreyolo` est jeune ; la version est épinglée dans le carnet et les sorties committées figent le témoignage — la re-exécution est due à chaque re-épingle.\n" + ] + }, + { + "cell_type": "markdown", + "id": "0d841959", + "metadata": { + "papermill": { + "duration": 0.047739, + "end_time": "2026-10-01T08:54:16.979400+00:00", + "exception": false, + "start_time": "2026-10-01T08:54:16.931661+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Conclusion\n", + "\n", + "- **Deux wrappers, un terrain, un protocole** : le même problème de détection désormais mesuré à tous les étages — from scratch (4.2c), lib bas niveau (4.2f), un framework (4.2g), **et un second framework (ici)** — le tableau final est le même, les lignes s'ajoutent sans changer de règles.\n", + "\n", + "- **Le wrapper est un choix réversible, la licence ne l'est pas** : changer d'enseigne coûte une conversion déjà écrite ; changer de licence coûte une décision juridique. La colonne nouvelle du tableau porte cette asymétrie.\n", + "\n", + "- **La fenêtre sans-NMS est dans le tableau** : YOLOv9-tiny End-to-End, appariement un-pour-un appris sur le même terrain que les ancres du 4.2c — l'arc pédagogique anchors → anchor-free → prédiction d'ensemble de l'epic trouve sa mesure, et la contrainte de résolution qui tient les DETR-family à l'écart est documentée au §5.\n", + "\n", + "- **Le protocole maison reste la règle d'or** : deux wrappers, deux métriques auto-rapportées — et un seul bâton comparable, le nôtre (exercice trois).\n", + "\n", + "**Références** : LibreYOLO, *LibreYOLO — an MIT-licensed vision toolkit* (2025-2026), https://github.com/LibreYOLO/libreyolo · Carion et al., *End-to-End Object Detection with Transformers* (DETR), ECCV 2020 · Wang et al., *YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information*, CVPR 2024 · Jocher et al., *Ultralytics YOLO* (la référence comparative du 4.2g) · Everingham et al., *The PASCAL VOC Challenge*, IJCV 2010 (protocole mAP réutilisé) · Hugging Face, *Model Cards & Licenses* (la source des licences du §4).\n" + ] + } + ], + "metadata": { + "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": "3.13.15" + }, + "papermill": { + "default_parameters": {}, + "duration": 385.156177, + "end_time": "2026-10-01T08:54:19.086223+00:00", + "environment_variables": {}, + "exception": null, + "input_path": "4.2j-Detection-SOTA-LibreYOLO.ipynb", + "output_path": "4.2j-Detection-SOTA-LibreYOLO.ipynb", + "parameters": {}, + "start_time": "2026-10-01T08:47:53.930046+00:00", + "version": "2.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/README.md b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/README.md index 2f35e3aac4..fac3394e65 100644 --- a/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/README.md +++ b/MyIA.AI.Notebooks/ML/DataScienceWithAgents/04-Vision/README.md @@ -24,6 +24,7 @@ Cette série suit la **même discipline que 03** : *from scratch PUIS framework, | [4.2g — Détection SOTA : YOLO sous ultralytics](4.2g-Detection-SOTA-Ultralytics.ipynb) | Terrain et protocole du 4.2c inchangés, conversion au format YOLO imposé par le pipeline (images uint8 + labels normalisés + `data.yaml`, répertoire temporaire, décomptes imprimés sans chemin machine), YOLO11n et YOLO11s fine-tunés au budget exact du 4.2f (1 000 × 6, `imgsz=96`, `workers=0`), évaluation `ap_voc` maison à seuils 0,5/0,45 (jamais le mAP auto-rapporté seul), **tableau final bloc A vs B** (AnchorNet, 3 torchvision, 2 YOLO : mAP, latence, paramètres, GFLOPs à 96, lignes de code), 3 exercices | **Le wrapper est un choix d'ingénieur, pas un raccourci** : ~267 lignes effectives contre ~404 au from scratch pour le même terrain ; le nano signe le meilleur rapport latence/précision du comparatif — en échange : format de données imposé, hyperparamètres enfouis, mAP auto-rapporté à protocole interne (l'exercice 3 le confronte au nôtre) | YOLO11n 2,59 M · YOLO11s 9,43 M paramètres ; mAP@0.5 mêmes 400 images : 0,909/0,989 · 0,909/0,993 ; latence 10,3 / 10,8 ms/img GPU (les plus rapides du comparatif) ; GFLOPs à `imgsz=96` : 0,1 / 0,5 ; fine-tuning 57 s / 54 s (See #16057) | | [4.2h — Bench YOLOv5 sur ultralytics](4.2h-YOLOv5-Bench-Ultralytics.ipynb) | Mêmes terrain et protocole que le 4.2g, générateur et graines identiques (2 000 train / 400 val / 817 GT) — chunk 2/3 de l'EPF #16057 ; `yolov5nu.pt` fine-tuné au budget canonique 1 000 × 6 `imgsz=96` (la version « u » est la ré-implémentation Ultralytics unifiée de l'archi YOLOv5, pas l'archi 2020 d'origine) ; `ap_voc` maison à seuils 0,5/0,45, latence CPU mesurée (machine de référence CPU-only, voir §5 du notebook), tableau 3 lignes comparatif face à `yolo11n` et `yolo11s` | **Le retrofit d'une vieille architecture sur le pipeline moderne est un test d'écart de génération** : même budget, même protocole — `yolov5nu` sort dans le même ordre de VOC07 que les yolo11 mais perd dans le haut du rappel (VOC10 0,975 vs 0,989/0,993), au profit de la mêmefamille marketing. Le 4.2f livre le pattern d'usine torchvision, le 4.2g livre deux membres contemporains YOLO, ce notebook en ajoute un troisième — `yolov8s` manque encore pour la fratrie complète (chunk 3/3 sur issue #16346) | `yolov5nu` 2,51 M paramètres (vs 2,59 / 9,43 M pour yolo11n/s) ; GFLOPs 0,2 ; mAP@0.5 VOC07 0,909 / VOC10 0,975 ; latence 7,4 ms/img CPU ; fine-tuning 81 s sur machine CPU de référence `myia-po-2026` (torch 2.13.0+cpu) — latences non comparables aux 10,3 / 10,8 ms/img GPU du 4.2g (matériel différent) ; voir §5 du notebook (See #16346) | | [4.2i — Détection SOTA : YOLO sous ultralytics, scènes difficiles](4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb) | **Générateur hostile** : 30 % d'images avec occlusion par grand rectangle sombre + multi-échelle (40 % petits 8-18 px, 60 % gros 30-60 px), 600 imgs train × 4 époques fine-tune, 3 modèles pré-entraînés comparés : **YOLOv5nu** (anchor-based, 2,5 M params), **YOLOv8s** (anchor-free + C2f, 11,1 M params), **YOLO11m** (C3k2, 20 M params), frise chronologique YOLO 2016-2024 dans la section "Récit YOLO", 3 exercices (taux d'occlusion, dominance petits, combiné) | **Le protocole de mesure peut masquer la dégradation** : à mAP@0.1, tous les modèles ≥ 0.94 ; le protocole COCO (mAP@0.5:0.95) révélé par `model.val()` capture les vraies différences (YOLOv8s 0,84 vs YOLOv5nu 0,73). Leçon de méthodologie d'évaluation : un seuil IoU trop tolérant (= 0,1 style VOC originel) cache les stresseurs. | YOLOv5nu 2,51 M · YOLOv8s 11,14 M · YOLO11m 20,05 M paramètres ; mAP@0.1 sur 200 imgs val difficiles : 0,946 / 0,987 / 0,949 ; recall : 0,957 / 0,993 / 0,968 ; latence 11,46 / 13,40 / 23,29 ms/img GPU ; fine-tuning 52 s / 30 s / 41 s — budget total mesuré : 3 min 14 s (26 cellules, GPU CUDA — mesure détaillée dans la ligne « mesure sur 4.2i » ci-dessous) (See #16337) | +| [4.2j — Détection SOTA : un second wrapper, LibreYOLO, et la leçon comparative](4.2j-Detection-SOTA-LibreYOLO.ipynb) | Terrain et protocole du 4.2c inchangés (générateur verbatim, mêmes graines, mêmes 817 GT), convertisseur YOLO du 4.2g réutilisé (split canonique de 1000 images matérialisé sur disque — pas d'option `fraction` dans ce paquet), deux modèles au budget 1000 × 6 `imgsz=96` : **YOLOv9-tiny** (parité directe avec les lignes YOLO du 4.2g) et **YOLOv9-tiny End-to-End** (sans NMS, appariement un-pour-un — l'idée centrale de DETR au gabarit identique : un seul facteur varie), `ap_voc` maison aux seuils 0,5/0,45, GFLOPs mesurés par `FlopCounterMode` (builtin PyTorch), **cellule licence** lisant licence + SHA de chaque checkpoint à la source (API Hugging Face) avant usage avec refus assertif des non-permissifs, tableau final étendu (lignes committées 4.2c/4.2f/4.2g + deux nouvelles, colonnes licence code et checkpoint), 3 exercices | **Le portage d'un wrapper à l'autre est quasi gratuit** (même format YOLO, même API à trois lignes) — c'est le format qui est le standard, pas l'enseigne ; la fenêtre « détection sans NMS » s'ouvre à variables égales via YOLOv9E2E, les DETR-family modernes restant derrière un plancher de résolution mesuré (topk sur carte 3×3 : crash à 96 comme à 128 px, DETR classique livré inférence-seule) ; **la licence est une colonne du tableau** : AGPL côté ultralytics, MIT + checkpoints permissifs vérifiés à la source côté LibreYOLO | YOLOv9t 2,76 M params · 0,17 GFLOPs@96 · mAP@0.5 (mêmes 400 images / 817 GT) VOC07 0,909 / VOC10 0,986 · latence 86,9 ms/img ; YOLOv9t-e2e 2,60 M · 0,17 GFLOPs@96 · VOC07 0,817 / VOC10 0,897 · 92,2 ms/img ; fine-tuning 156 s / 119 s (See #18403, EPIC #16057) | | [4.3 — Transfer learning : réutiliser un ResNet18 pré-entraîné](4.3-TransferLearning-ResNet.ipynb) | Charger ResNet18 pré-entraîné ImageNet, greffer une tête (5 130 params), comparer gelé vs fine-tuné sur EuroSAT (Sentinel-2, 10 classes d'occupation du sol, 80+30 imgs/classe), 3 graines appariées + test de permutation des signes | **Le feature extractor pré-entraîné est réutilisable — et le prix de ne pas l'adapter se mesure** : le gelé fait déjà ~89 % ; le fine-tuné ajoute ~6 points, mais seulement avec un taux décroissant (à taux constants, l'optimiseur oscille et finit sous le gelé) | backbone gelé 11,18 M params (99,95 % du réseau) ; gelé 89,3 % ± 1,3 (5 130 params entraînés) vs fine-tuné 95,6 % ± 0,8 (Adam différencié 3e-4/3e-3, décroissance x0,3/époque, batch 64, 5 époques) ; écart apparié +6,2 pts sur 3 graines (rapport signal/bruit 3,2, p = 0,250 au test de permutation — plancher 0,125 à n = 3) | ## Frontières 4.2g / 4.2h — verdict de l'audit #16834 (v2) @@ -54,6 +55,8 @@ pip install numpy matplotlib torch torchvision pillow L'entraînement des deux notebooks concernés (4.2 et 4.3) reste **borné CPU** (sous-ensemble CIFAR-10 pour 4.2 ; EuroSAT ~94 Mo au premier run pour 4.3 — cache partagé `~/.cache/coursia-datasets` ; < 10 min/notebook). Les seuils d'entraînement sont calibrés pour la démonstration pédagogique, pas pour la performance ImageNet — voir les notebooks pour les budgets exacts par époque et par taille de sous-ensemble. Mesure sur 4.2 : exécution complète des 48 cellules en 2 min 20 s sur CPU ; mesure sur 4.3 : exécution complète des 35 cellules en 6 min 29 s sur CPU (dont 4 min 45 s d'entraînements) ; mesure sur 4.2c : exécution complète des 33 cellules en 3 min 02 s sur GPU CUDA (dont 1 min 19 s d'entraînement principal + l'ablation), le même budget restant exécutable sur CPU en quelques dizaines de minutes ; mesure sur 4.2f : exécution complète des 30 cellules en 5 min 51 s sur GPU CUDA (dont 4 min 49 s de fine-tuning des trois familles + évaluation sur 400 images), CPU exécutable pour l'inférence mais l'entraînement passe en dizaines de minutes par modèle ; mesure sur 4.2g : exécution complète des 27 cellules en 2 min 19 s sur GPU CUDA (dont 1 min 51 s de fine-tuning YOLO11n + YOLO11s, plus la conversion du dataset au format YOLO) — le nano reste entraînable sur CPU en quelques minutes ; mesure sur 4.2i : exécution complète des 26 cellules en 3 min 14 s sur GPU CUDA (dont 2 min 03 s de fine-tuning YOLOv5nu + YOLOv8s + YOLO11m sur terrain hostile 600×4 — 52 s / 30 s / 41 s par modèle). 4.2e : **mesure CPU dédiée re-mesurée (issue #16241)** — exécution complète des 20 cellules (8 code + 12 markdown) en **10 s** sur CPU (papermill wall-clock via `batch_reexecute.py`), dont **1,3 s** pour les 2 entraînements × 30 époques du MLP 2→32→1 (cellule focal11, mesure `time.time()`) ; aucune cellule ne requiert de GPU dédié. Note : la mesure GPU locale CUDA 3,6 s citée précédemment dans la file de revue #16165 reflète l'overhead de kernel-launch sur un MLP aussi petit (8080 samples, 113 paramètres) — pour cette taille de workload, le CPU est plus rapide que le GPU (1,3 s vs 3,6 s, ratio 0,36×) ; sur des entraînements plus lourds (notebook 4.2c, mAP complet), le GPU reprend l'avantage Mesure sur 4.2d : exécution complète des 34 cellules en ~24 s sur GPU CUDA (dont 9 s d'entraînement, cuDNN déterministe). +Mesure sur 4.2j : exécution complète en 6 min 25 s sur GPU CUDA (dont 156 s + 119 s de fine-tuning YOLOv9t + YOLOv9t-e2e au budget canonique 1000 × 6 `imgsz=96`, GFLOPs et évaluation compris). + ## Lien avec les autres séries - **`03-DeepLearning` ↔ 04-Vision** : la résiduelle du 4.2 est exactement le bloc pré-norme du mini-GPT du 3.4. C'est cette convergence qui justifie le titre de la série parente *DataScienceWithAgents* : du MLP tabulaire au Transformer en passant par le CNN, **les mêmes primitives** (forward, backward, résiduelle) se réécrivent sans surprise. @@ -73,6 +76,6 @@ La famille **détection d'objets** poursuit sur l'Epic #16057 (même terrain, m - 4.2b — [Lean : le gradient qui meurt](4.2b-Lean-GradientFlow-Vanishing.ipynb), 4.2c — [la détection from scratch à la grille d'anchors](4.2c-Detection-Anchor-From-Scratch.ipynb) (livrés) - 4.2d — [la détection anchor-free from scratch](4.2d-Detection-AnchorFree-From-Scratch.ipynb) (livré — bloc A.2 de #16057, See #16145) ; 4.2e — [la Focal Loss dédiée](4.2e-Detection-FocalLoss-From-Scratch.ipynb) (livré — bloc A.3, See #16165) -- 4.2f — [la détection SOTA torchvision fine-tunée](4.2f-Detection-SOTA-Torchvision.ipynb) (livré — bloc B.1 de #16057) ; 4.2g — [YOLO sous ultralytics + tableau final bloc A vs B](4.2g-Detection-SOTA-Ultralytics.ipynb) (livré — bloc B.2) ; [4.2h — Bench YOLOv5](4.2h-YOLOv5-Bench-Ultralytics.ipynb) (livré, #16346) ; 4.2i — [YOLO sur scènes difficiles (occlusions + multi-échelle)](4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb) (bloc B.3 : extension scènes difficiles, leçon méthodologie, See #16337) +- 4.2f — [la détection SOTA torchvision fine-tunée](4.2f-Detection-SOTA-Torchvision.ipynb) (livré — bloc B.1 de #16057) ; 4.2g — [YOLO sous ultralytics + tableau final bloc A vs B](4.2g-Detection-SOTA-Ultralytics.ipynb) (livré — bloc B.2) ; [4.2h — Bench YOLOv5](4.2h-YOLOv5-Bench-Ultralytics.ipynb) (livré, #16346) ; 4.2i — [YOLO sur scènes difficiles (occlusions + multi-échelle)](4.2i-Detection-Ultralytics-Difficult-Scenes.ipynb) (bloc B.3 : extension scènes difficiles, leçon méthodologie, See #16337) ; 4.2j — [second wrapper LibreYOLO + fenêtre sans-NMS E2E](4.2j-Detection-SOTA-LibreYOLO.ipynb) (bloc B.4 : parité inter-enseignes, colonne licence, See #18403) Chaque notebook est atomique (1 sujet vérifiable, < 3000 lignes, ≤ 15 fichiers), avec outputs commités (C.2) et ≥ 3 exercices par notebook (C.1, jamais `raise NotImplementedError`).