Update app.py

app.py

@@ -35,11 +35,9 @@ def make_gradcam_heatmap(img_array, model):
 
 def predict_from_base64(base64_string):
     try:
-        # Remove data URL prefix if present
         if ',' in base64_string:
             base64_string = base64_string.split(',')[1]
         
-        # Decode base64 to image
         image_bytes = base64.b64decode(base64_string)
         img = Image.open(io.BytesIO(image_bytes)).convert('RGB')
         
@@ -102,7 +100,6 @@ def predict_from_image(input_image):
     
     return output_image, result_text
 
-# Two interfaces: one for browser (image upload), one for API (base64)
 image_interface = gr.Interface(
     fn=predict_from_image,
     inputs=gr.Image(label="Upload Histopathology Image"),
@@ -129,21 +126,4 @@ demo = gr.TabbedInterface(
     ["Upload Image", "API (Base64)"]
 )
 
-demo.launch()
-```
-
----
-
-## What Changed:
-
-1. **Two interfaces** — one for browser upload, one for API with base64
-2. **New API endpoint** — `/predict_base64` accepts base64 text
-3. **Browser still works** — Users can still upload images normally
-
----
-
-## After Update, Change n8n HTTP Request1:
-
-**URL:**
-```
-https://hixoop-model-v1.hf.space/gradio_api/call/predict_base64
+demo.launch()