Phase 4 classifier

classifier/configs/phase4/_base.json

@@ -0,0 +1,7 @@
+{
+  "pretrained": true,
+  "epochs": 15,
+  "image_size": 224,
+  "augment": false,
+  "data_dir": "cropped/classifier"
+}

classifier/configs/phase4/p4_convnext_tiny_100pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_convnext_tiny_100pct",
+  "backbone": "convnext_tiny",
+  "subsample": 1.0
+}

classifier/configs/phase4/p4_convnext_tiny_20pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_convnext_tiny_20pct",
+  "backbone": "convnext_tiny",
+  "subsample": 0.2
+}

classifier/configs/phase4/p4_convnext_tiny_50pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_convnext_tiny_50pct",
+  "backbone": "convnext_tiny",
+  "subsample": 0.5
+}

classifier/configs/phase4/p4_efficientnet_b0_100pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_efficientnet_b0_100pct",
+  "backbone": "efficientnet_b0",
+  "subsample": 1.0
+}

classifier/configs/phase4/p4_efficientnet_b0_20pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_efficientnet_b0_20pct",
+  "backbone": "efficientnet_b0",
+  "subsample": 0.2
+}

classifier/configs/phase4/p4_efficientnet_b0_50pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_efficientnet_b0_50pct",
+  "backbone": "efficientnet_b0",
+  "subsample": 0.5
+}

classifier/configs/phase4/p4_resnet50_100pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_resnet50_100pct",
+  "backbone": "resnet50",
+  "subsample": 1.0
+}

classifier/configs/phase4/p4_resnet50_20pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_resnet50_20pct",
+  "backbone": "resnet50",
+  "subsample": 0.2
+}

classifier/configs/phase4/p4_resnet50_50pct.json

@@ -0,0 +1,6 @@
+{
+  "extends": "_base.json",
+  "run_name": "p4_resnet50_50pct",
+  "backbone": "resnet50",
+  "subsample": 0.5
+}