Upload config.json

config.json

@@ -0,0 +1,42 @@
+{
+  "architectures": ["Unet"],
+  "model_type": "unet",
+  "backbone": "vgg19",
+  "input_channels": 3,
+  "num_classes": 3,
+  "epochs": 10,
+  "lr": 0.0002,
+  "scheduler": "CosineAnnealingLR",
+  "min_lr": 0.000001,
+  "T_max": 300,
+  "T_0": 25,
+  "warmup_epochs": 0,
+  "weight_decay": 0.000001,
+  "batch_size": 64,
+  "image_size": [224, 224],
+  "augmentation_strategy": {
+    "Resize": [224, 224],
+    "HorizontalFlip": 0.5,
+    "ShiftScaleRotate": {
+      "shift_limit": 0.0625,
+      "scale_limit": 0.05,
+      "rotate_limit": 10
+    },
+    "GridDistortion": {
+      "num_steps": 5,
+      "distort_limit": 0.05
+    },
+    "ElasticTransform": {
+      "alpha": 1,
+      "sigma": 50,
+      "alpha_affine": 50
+    },
+    "CoarseDropout": {
+      "max_holes": 8,
+      "max_height": 28,
+      "max_width": 28,
+      "min_holes": 5,
+      "fill_value": 0
+    }
+  }
+}