Update app.py

app.py

@@ -2,6 +2,32 @@ from huggingface_hub import from_pretrained_fastai
 import gradio as gr
 from fastai.vision.all import *
 
+from albumentations import (
+    Compose,
+    OneOf,
+    ElasticTransform,
+    GridDistortion,
+    OpticalDistortion,
+    HorizontalFlip,
+    Rotate,
+    Transpose,
+    CLAHE,
+    ShiftScaleRotate,
+    RandomBrightnessContrast,
+    GaussNoise
+)
+
+class SegmentationAlbumentationsTransform(ItemTransform):
+    split_idx = 0
+
+    def __init__(self, aug):
+        self.aug = aug
+
+    def encodes(self, x):
+        img,mask = x
+        aug = self.aug(image=np.array(img), mask=np.array(mask))
+        return PILImage.create(aug["image"]), PILMask.create(aug["mask"])
+
 class TargetMaskConvertTransform(ItemTransform):
     def __init__(self):
         pass