| { | |
| "framework": "MindSpore", | |
| "version": "2.7.0", | |
| "input_dim": 31, | |
| "num_classes": 7, | |
| "architecture": "31\u2192128\u219264\u219232\u21927", | |
| "test_accuracy": 0.9238333333333333, | |
| "best_train_accuracy": 0.9269166666666667, | |
| "epochs_trained": 100, | |
| "batch_size": 64, | |
| "learning_rate": 0.001, | |
| "accident_classes": { | |
| "rear_end_collision": 0, | |
| "side_impact": 1, | |
| "head_on_collision": 2, | |
| "sideswipe": 3, | |
| "roundabout_entry_collision": 4, | |
| "lane_change_collision": 5, | |
| "intersection_collision": 6 | |
| }, | |
| "feature_count": 31 | |
| } |