| { |
| "model_version": "two_stream_attn_v1_2layer_ld_cong_finetune_20260515T134706Z", |
| "model_config": { |
| "model_name": "two_stream_attn_v1_2layer_ld_cong", |
| "input_size": 147, |
| "hidden_size": 96, |
| "num_layers": 2, |
| "dropout": 0.4, |
| "num_classes": 10 |
| }, |
| "feature_schema": { |
| "feature_schema_version": "feature-schema-v1", |
| "feature_dim": 147, |
| "orientation_normalization": false, |
| "window_length": 16, |
| "window_step": 3 |
| }, |
| "training_config": { |
| "epochs": 80, |
| "batch_size": 128, |
| "learning_rate": 3e-05, |
| "weight_decay": 0.001, |
| "grad_clip_norm": 1.0, |
| "seed": 42, |
| "label_smoothing": 0.05, |
| "class_weighting": false, |
| "max_samples_per_class": 3000, |
| "scheduler": { |
| "factor": 0.5, |
| "patience": 10, |
| "min_lr": 1e-06 |
| } |
| }, |
| "evaluation": { |
| "test_accuracy": 0.960553633217993, |
| "test_macro_f1": 0.9587371203998121, |
| "test_loss": 0.404887427927576, |
| "calibration_ece": 0.033548892410568715, |
| "per_class_recall": { |
| "fist": 0.9725085910652921, |
| "swiping_right": 0.9706546275395034, |
| "swiping_left": 0.983177570093458, |
| "swiping_down": 0.980276134122288, |
| "swiping_up": 0.9816700610997964, |
| "zooming_in_full_hand": 0.9704545454545455, |
| "zooming_out_full_hand": 0.9514767932489452, |
| "point_one": 0.973753280839895, |
| "point_two": 0.9510869565217391, |
| "unknown": 0.8567901234567902 |
| }, |
| "per_class_precision": { |
| "fist": 0.9433333333333334, |
| "swiping_right": 0.9728506787330317, |
| "swiping_left": 0.9813432835820896, |
| "swiping_down": 0.9613152804642167, |
| "swiping_up": 0.9620758483033932, |
| "zooming_in_full_hand": 0.9510022271714922, |
| "zooming_out_full_hand": 0.9740820734341252, |
| "point_one": 0.9298245614035088, |
| "point_two": 0.958904109589041, |
| "unknown": 0.9559228650137741 |
| } |
| }, |
| "class_labels": [ |
| "fist", |
| "swiping_right", |
| "swiping_left", |
| "swiping_down", |
| "swiping_up", |
| "zooming_in_full_hand", |
| "zooming_out_full_hand", |
| "point_one", |
| "point_two", |
| "unknown" |
| ], |
| "created_at": "2026-05-15T13:52:14.109098+00:00", |
| "gesture_command_mapping": { |
| "commands": { |
| "swiping_up": "start_presentation", |
| "swiping_down": "stop_presentation", |
| "swiping_right": "next_slide", |
| "swiping_left": "previous_slide", |
| "zooming_in_full_hand": "zoom_in_view", |
| "zooming_out_full_hand": "zoom_out_view", |
| "fist": "erase_annotations", |
| "unknown": "no_action" |
| }, |
| "modes": { |
| "swiping_up": "discrete", |
| "swiping_down": "discrete", |
| "swiping_right": "discrete", |
| "swiping_left": "discrete", |
| "zooming_in_full_hand": "discrete", |
| "zooming_out_full_hand": "discrete", |
| "fist": "discrete", |
| "pinch": "discrete", |
| "click": "discrete", |
| "point_one": "continuous", |
| "point_two": "continuous" |
| } |
| } |
| } |
