Merge pull request #23 from wearable-motion-capture/summary_paper

add watch_only model

src/wear_mocap_ape/data_deploy/nn/04f4ad63bfccb3668f7598c9375403e10b1fae2a/results.json

@@ -0,0 +1,58 @@
+{
+    "model": "DropoutLSTM",
+    "hidden_layer_count": 2,
+    "hidden_layer_size": 256,
+    "epochs": 200,
+    "batch_size": 128,
+    "learning_rate": 0.001,
+    "dropout": 0.2,
+    "sequence_len": 8,
+    "normalize": true,
+    "seq_overlap": true,
+    "create_norm_stats": true,
+    "early_stopping": 10,
+    "hash": "04f4ad63bfccb3668f7598c9375403e10b1fae2a",
+    "y_targets_n": "ORI_CAL_LARM_UARM",
+    "x_inputs_n": "WATCH_ONLY",
+    "y_targets_v": [
+        "gt_larm_6drr_cal_1",
+        "gt_larm_6drr_cal_2",
+        "gt_larm_6drr_cal_3",
+        "gt_larm_6drr_cal_4",
+        "gt_larm_6drr_cal_5",
+        "gt_larm_6drr_cal_6",
+        "gt_uarm_6drr_cal_1",
+        "gt_uarm_6drr_cal_2",
+        "gt_uarm_6drr_cal_3",
+        "gt_uarm_6drr_cal_4",
+        "gt_uarm_6drr_cal_5",
+        "gt_uarm_6drr_cal_6"
+    ],
+    "x_inputs_v": [
+        "sw_dt",
+        "sw_gyro_x",
+        "sw_gyro_y",
+        "sw_gyro_z",
+        "sw_lvel_x",
+        "sw_lvel_y",
+        "sw_lvel_z",
+        "sw_lacc_x",
+        "sw_lacc_y",
+        "sw_lacc_z",
+        "sw_grav_x",
+        "sw_grav_y",
+        "sw_grav_z",
+        "sw_6drr_cal_1",
+        "sw_6drr_cal_2",
+        "sw_6drr_cal_3",
+        "sw_6drr_cal_4",
+        "sw_6drr_cal_5",
+        "sw_6drr_cal_6",
+        "sw_pres_cal"
+    ],
+    "datetime": "2024-01-04 15:53:02",
+    "Loss/train": 0.22115493795126676,
+    "Loss/test": 0.336589118361567,
+    "Loss/b_train": 0.2613852661439601,
+    "Loss/b_test": 0.33499827116751313
+}