Create app.py

app.py

@@ -0,0 +1,58 @@
+import gradio as gr
+import numpy as np
+from PIL import Image, ImageEnhance, ImageFilter
+
+def apply_filter(image, filter_type):
+    if image is None:
+        return None
+    
+    img = Image.fromarray(image.astype('uint8'), 'RGB')
+    
+    if filter_type == "Sepia":
+        sepia_filter = np.array([
+            [0.393, 0.769, 0.189],
+            [0.349, 0.686, 0.168],
+            [0.272, 0.534, 0.131]
+        ])
+        sepia_img = image.dot(sepia_filter.T)
+        sepia_img /= sepia_img.max()
+        return sepia_img
+    
+    elif filter_type == "Black and White":
+        return np.array(img.convert('L'))
+    
+    elif filter_type == "Blur":
+        return np.array(img.filter(ImageFilter.BLUR))
+    
+    elif filter_type == "Sharpen":
+        return np.array(img.filter(ImageFilter.SHARPEN))
+    
+    elif filter_type == "Emboss":
+        return np.array(img.filter(ImageFilter.EMBOSS))
+    
+    elif filter_type == "Edge Enhance":
+        return np.array(img.filter(ImageFilter.EDGE_ENHANCE))
+    
+    else:  # Original
+        return image
+
+# Define the Gradio interface
+iface = gr.Interface(
+    fn=apply_filter,
+    inputs=[
+        gr.Image(label="Upload an image"),
+        gr.Radio(["Original", "Sepia", "Black and White", "Blur", "Sharpen", "Emboss", "Edge Enhance"], 
+                 label="Select a filter", value="Original")
+    ],
+    outputs=gr.Image(label="Filtered Image"),
+    title="Photo Filter Application",
+    description="Upload an image and apply different filters to it.",
+    examples=[
+        ["examples/example1.jpg", "Sepia"],
+        ["examples/example2.jpg", "Black and White"],
+        ["examples/example3.jpg", "Blur"]
+    ]
+)
+
+# Launch the interface
+iface.launch()