| { |
| "model_version": "two_stream_attn_v1_finetune_20260512T041947Z", |
| "model_config": { |
| "model_name": "two_stream_attn_v1", |
| "input_size": 147, |
| "hidden_size": 96, |
| "num_layers": 4, |
| "dropout": 0.35, |
| "num_classes": 10 |
| }, |
| "feature_schema": { |
| "feature_schema_version": "feature-schema-v5", |
| "feature_dim": 147, |
| "orientation_normalization": false, |
| "window_length": 32, |
| "window_step": null |
| }, |
| "training_config": { |
| "epochs": 60, |
| "batch_size": 128, |
| "learning_rate": 3e-05, |
| "weight_decay": 0.0005, |
| "grad_clip_norm": 1.0, |
| "seed": 42, |
| "label_smoothing": 0.05, |
| "class_weighting": false, |
| "max_samples_per_class": 5000, |
| "scheduler": { |
| "factor": 0.5, |
| "patience": 8, |
| "min_lr": 1e-06 |
| } |
| }, |
| "evaluation": { |
| "test_accuracy": 0.9898119122257053, |
| "test_macro_f1": 0.9916782280254713, |
| "test_loss": 0.3169419604159946, |
| "calibration_ece": 0.04126546900162752, |
| "per_class_recall": { |
| "no_gesture": 1.0, |
| "point_one": 0.9890560875512996, |
| "point_two": 0.9850746268656716, |
| "stop_sign": 0.9947460595446584, |
| "swiping_down": 0.9903846153846154, |
| "swiping_left": 1.0, |
| "swiping_right": 0.990909090909091, |
| "swiping_up": 0.9810126582278481, |
| "zooming_in_full_hand": 0.9919484702093397, |
| "zooming_out_full_hand": 0.9897959183673469 |
| }, |
| "per_class_precision": { |
| "no_gesture": 1.0, |
| "point_one": 0.9836734693877551, |
| "point_two": 0.9864130434782609, |
| "stop_sign": 0.9964912280701754, |
| "swiping_down": 1.0, |
| "swiping_left": 0.9818181818181818, |
| "swiping_right": 0.990909090909091, |
| "swiping_up": 1.0, |
| "zooming_in_full_hand": 0.9919484702093397, |
| "zooming_out_full_hand": 0.9897959183673469 |
| } |
| }, |
| "class_labels": [ |
| "no_gesture", |
| "point_one", |
| "point_two", |
| "stop_sign", |
| "swiping_down", |
| "swiping_left", |
| "swiping_right", |
| "swiping_up", |
| "zooming_in_full_hand", |
| "zooming_out_full_hand" |
| ], |
| "created_at": "2026-05-12T04:25:36.916751+00:00", |
| "gesture_command_mapping": { |
| "commands": { |
| "swipe_up": "start_presentation", |
| "swipe_down": "stop_presentation", |
| "swipe_right": "next_slide", |
| "swipe_left": "previous_slide", |
| "zoom_in": "zoom_in_view", |
| "zoom_out": "zoom_out_view", |
| "open_palm_hold": "erase_annotations", |
| "unknown": "no_action" |
| }, |
| "modes": { |
| "swipe_up": "discrete", |
| "swipe_down": "discrete", |
| "swipe_right": "discrete", |
| "swipe_left": "discrete", |
| "zoom_in": "discrete", |
| "zoom_out": "discrete", |
| "open_palm_hold": "discrete", |
| "point_one": "continuous", |
| "point_two": "continuous" |
| } |
| } |
| } |
