feat: add data augmentation configuration for experiments

Author: itsDaiton

experiments/configs/data_augmentations.json

@@ -0,0 +1,57 @@
+{
+  "Compose": [
+    {
+      "RandomResizedCrop": {
+        "size": [224, 224],
+        "scale": [0.7, 1.0],
+        "ratio": [0.75, 1.3333],
+        "interpolation": "bilinear",
+        "antialias": true
+      }
+    },
+    {
+      "RandomHorizontalFlip": {
+        "p": 0.5
+      }
+    },
+    {
+      "RandomVerticalFlip": {
+        "p": 0.5
+      }
+    },
+    {
+      "RandomInvert": {
+        "p": 0.5
+      }
+    },
+    {
+      "RandomRotation": {
+        "degrees": [-45.0, 45.0],
+        "interpolation": "nearest",
+        "expand": false,
+        "fill": 0
+      }
+    },
+    {
+      "RandomAffine": {
+        "degrees": [0.0, 0.0],
+        "translate": [0.1, 0.1],
+        "scale": [0.8, 1.2]
+      }
+    },
+    {
+      "GaussianBlur": {
+        "kernel_size": [5, 5],
+        "sigma": [0.1, 2.0]
+      }
+    },
+    {
+      "ColorJitter": {
+        "brightness": [0.7, 1.3],
+        "contrast": [0.7, 1.3],
+        "saturation": [0.7, 1.3],
+        "hue": [-0.3, 0.3]
+      }
+    }
+  ]
+}