Messis | W&B Run exp-5-data-augmentation-f-0.5-j-0-0 (https://wandb.ai/crop-classification/messis/runs/achothuq)

config.json

@@ -12,13 +12,18 @@
     ],
     "batch_size": 4,
     "bottleneck_reduction_factor": 8,
+    "data_augmentation": {
+      "enabled": true,
+      "flip_prob": 0.5,
+      "jitter_std": 0
+    },
     "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-consider",
+    "experiment_group": "exp-5-data-augmentation",
+    "experiment_name": "exp-5-data-augmentation-f-0.5-j-0",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -56,10 +61,9 @@
       }
     },
     "img_size": 224,
-    "loss_ignore_background": false,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "consider",
+    "name": "f-0.5-j-0",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:675d68341b0c5144d8141483cc5ca81627e7a2e8ee3ebc123fcc0b5bfe8441b9
 size 713880940