Messis | W&B Run exp-5-data-augmentation-no-aug-0 (https://wandb.ai/crop-classification/messis/runs/d6680sg9)

config.json

@@ -12,13 +12,18 @@
     ],
     "batch_size": 4,
     "bottleneck_reduction_factor": 8,
+    "data_augmentation": {
+      "enabled": false,
+      "flip_prob": 0.5,
+      "jitter_std": 0.01
+    },
     "debug": false,
     "dropout_p": 0.1,
     "early_stopping_metric": "val_f1_tier3_majority",
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
-    "experiment_group": "exp-12-num_convs",
-    "experiment_name": "exp-12-num_convs-5",
+    "experiment_group": "exp-5-data-augmentation",
+    "experiment_name": "exp-5-data-augmentation-no-aug",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -26,7 +31,6 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 6,
-        "num_convs": 5,
         "target_idx": 0,
         "type": "HierarchicalFCNHead"
       },
@@ -35,7 +39,6 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 17,
-        "num_convs": 5,
         "target_idx": 1,
         "type": "HierarchicalFCNHead"
       },
@@ -45,7 +48,6 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 49,
-        "num_convs": 5,
         "target_idx": 2,
         "type": "HierarchicalFCNHead"
       },
@@ -61,7 +63,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "5",
+    "name": "no-aug",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,

model.safetensors

@@ -1,3 +1,3 @@
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-size 742249372
+oid sha256:f6c70b8e34661b529b29251f12e786da80ea234ed9bca7b2d0d892af4412387b
+size 713880940