Messis | W&B Run exp-5-data-augmentation-f-0.5-j-0.01-4 (https://wandb.ai/crop-classification/messis/runs/x1kio1wx)

config.json

@@ -12,13 +12,18 @@
     ],
     "batch_size": 4,
     "bottleneck_reduction_factor": 8,
+    "data_augmentation": {
+      "enabled": true,
+      "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-6-background-loss",
-    "experiment_name": "exp-6-background-loss-ignore",
+    "experiment_group": "exp-5-data-augmentation",
+    "experiment_name": "exp-5-data-augmentation-f-0.5-j-0.01",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -56,10 +61,9 @@
       }
     },
     "img_size": 224,
-    "loss_ignore_background": true,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "ignore",
+    "name": "f-0.5-j-0.01",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -69,14 +73,14 @@
       5
     ],
     "train_folds": [
+      0,
       1,
       2,
-      3,
-      4
+      3
     ],
     "use_bottleneck_neck": false,
     "val_folds": [
-      0
+      4
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:51522e6e5fbc2dec46f5e3af66a8dc28c5f348c49c9987bc5ebba2d051d84480
 size 713880940