| { |
| "created_at": "2026-06-07T08:11:50.046329+00:00", |
| "base_model": "microsoft/resnet-18", |
| "number_of_classes": 19, |
| "class_names": [ |
| "Acura", |
| "Alpha Romeo", |
| "Aston Martin", |
| "Audi", |
| "BMW", |
| "Bentley", |
| "Cadillac", |
| "Fiat", |
| "Ford", |
| "Hyundai", |
| "Jaguar", |
| "Kia", |
| "Mahindra", |
| "Mazda", |
| "Mercedes-Benz", |
| "Porsche", |
| "Rolls Royce", |
| "Swift", |
| "Toyota" |
| ], |
| "train_image_count": 2550, |
| "test_image_count": 796, |
| "accuracy": 0.2550251256281407, |
| "classification_report": { |
| "Acura": { |
| "precision": 0.4, |
| "recall": 0.3333333333333333, |
| "f1-score": 0.36363636363636365, |
| "support": 42.0 |
| }, |
| "Alpha Romeo": { |
| "precision": 0.5, |
| "recall": 0.04, |
| "f1-score": 0.07407407407407407, |
| "support": 25.0 |
| }, |
| "Aston Martin": { |
| "precision": 0.2, |
| "recall": 0.047619047619047616, |
| "f1-score": 0.07692307692307693, |
| "support": 42.0 |
| }, |
| "Audi": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "BMW": { |
| "precision": 0.2288135593220339, |
| "recall": 0.4426229508196721, |
| "f1-score": 0.3016759776536313, |
| "support": 61.0 |
| }, |
| "Bentley": { |
| "precision": 0.14285714285714285, |
| "recall": 0.02631578947368421, |
| "f1-score": 0.044444444444444446, |
| "support": 38.0 |
| }, |
| "Cadillac": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Fiat": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Ford": { |
| "precision": 1.0, |
| "recall": 0.023809523809523808, |
| "f1-score": 0.046511627906976744, |
| "support": 42.0 |
| }, |
| "Hyundai": { |
| "precision": 0.11538461538461539, |
| "recall": 0.07142857142857142, |
| "f1-score": 0.08823529411764706, |
| "support": 42.0 |
| }, |
| "Jaguar": { |
| "precision": 0.23076923076923078, |
| "recall": 0.07142857142857142, |
| "f1-score": 0.10909090909090909, |
| "support": 42.0 |
| }, |
| "Kia": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Mahindra": { |
| "precision": 0.4222222222222222, |
| "recall": 0.9047619047619048, |
| "f1-score": 0.5757575757575758, |
| "support": 42.0 |
| }, |
| "Mazda": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Mercedes-Benz": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Porsche": { |
| "precision": 0.0, |
| "recall": 0.0, |
| "f1-score": 0.0, |
| "support": 42.0 |
| }, |
| "Rolls Royce": { |
| "precision": 0.24836601307189543, |
| "recall": 0.9047619047619048, |
| "f1-score": 0.38974358974358975, |
| "support": 42.0 |
| }, |
| "Swift": { |
| "precision": 0.14347826086956522, |
| "recall": 0.7857142857142857, |
| "f1-score": 0.2426470588235294, |
| "support": 42.0 |
| }, |
| "Toyota": { |
| "precision": 0.38181818181818183, |
| "recall": 1.0, |
| "f1-score": 0.5526315789473685, |
| "support": 42.0 |
| }, |
| "accuracy": 0.2550251256281407, |
| "macro avg": { |
| "precision": 0.211247854016573, |
| "recall": 0.24483136227107885, |
| "f1-score": 0.15080903005890456, |
| "support": 796.0 |
| }, |
| "weighted avg": { |
| "precision": 0.20584399065441628, |
| "recall": 0.2550251256281407, |
| "f1-score": 0.15658343282083895, |
| "support": 796.0 |
| } |
| }, |
| "note": "This model can only predict one of the trained vehicle brands/classes. It does not provide damage detection or technical condition assessment." |
| } |
