| { |
| "model_version": "two_stream_attn_v1_finetune_20260514T013537Z", |
| "model_config": { |
| "model_name": "two_stream_attn_v1", |
| "input_size": 147, |
| "hidden_size": 96, |
| "num_layers": 4, |
| "dropout": 0.35, |
| "num_classes": 12 |
| }, |
| "feature_schema": { |
| "feature_schema_version": "feature-schema-v1", |
| "feature_dim": 147, |
| "orientation_normalization": false, |
| "window_length": 16, |
| "window_step": 3 |
| }, |
| "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": 3000, |
| "scheduler": { |
| "factor": 0.5, |
| "patience": 8, |
| "min_lr": 1e-06 |
| } |
| }, |
| "evaluation": { |
| "test_accuracy": 0.9566010951125532, |
| "test_macro_f1": 0.9560781251156708, |
| "test_loss": 0.4304363657823322, |
| "calibration_ece": 0.029200464802868007, |
| "per_class_recall": { |
| "palm": 0.9869109947643979, |
| "pinch": 0.984313725490196, |
| "click": 0.94, |
| "swiping_right": 0.9525959367945824, |
| "swiping_left": 0.983177570093458, |
| "swiping_down": 0.9625246548323472, |
| "swiping_up": 0.9755600814663951, |
| "zooming_in_full_hand": 0.9681818181818181, |
| "zooming_out_full_hand": 0.9240506329113924, |
| "point_one": 0.9711286089238845, |
| "point_two": 0.9320652173913043, |
| "unknown": 0.8938271604938272 |
| }, |
| "per_class_precision": { |
| "palm": 0.9792207792207792, |
| "pinch": 0.9471698113207547, |
| "click": 0.9832635983263598, |
| "swiping_right": 0.9634703196347032, |
| "swiping_left": 0.9813432835820896, |
| "swiping_down": 0.9606299212598425, |
| "swiping_up": 0.9676767676767677, |
| "zooming_in_full_hand": 0.9240780911062907, |
| "zooming_out_full_hand": 0.9668874172185431, |
| "point_one": 0.8958837772397095, |
| "point_two": 0.9607843137254902, |
| "unknown": 0.9501312335958005 |
| } |
| }, |
| "class_labels": [ |
| "palm", |
| "pinch", |
| "click", |
| "swiping_right", |
| "swiping_left", |
| "swiping_down", |
| "swiping_up", |
| "zooming_in_full_hand", |
| "zooming_out_full_hand", |
| "point_one", |
| "point_two", |
| "unknown" |
| ], |
| "created_at": "2026-05-14T01:38:18.988584+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", |
| "palm": "erase_annotations", |
| "fist": "no_action", |
| "thumb_up": "no_action", |
| "pinch": "no_action", |
| "click": "no_action", |
| "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", |
| "palm": "discrete", |
| "fist": "discrete", |
| "thumb_up": "discrete", |
| "pinch": "discrete", |
| "click": "discrete", |
| "point_one": "continuous", |
| "point_two": "continuous" |
| } |
| } |
| } |
