Update app.py

app.py

@@ -19,10 +19,14 @@ construction_terms = [
 ]
 
 # Inference function
-def generate_captions(images):
+def generate_captions(files):
     captions = []
     
-    for image in images:
+    # Iterate through the uploaded images
+    for file in files:
+        # Open the image
+        image = Image.open(file.name)
+
         if image.mode != "RGB":
             image = image.convert("RGB")
         
@@ -42,10 +46,10 @@ def generate_captions(images):
     
     return captions
 
-# Gradio interface (use `multiple=True` for batch image uploads)
+# Gradio interface for uploading multiple files
 iface = gr.Interface(
     fn=generate_captions,
-    inputs=gr.Image(type="pil", label="Upload Site Photos", multiple=True),  # Batch upload of up to 10 images
+    inputs=gr.Files(type="file", label="Upload Site Photos"),  # Allow batch upload of images
     outputs="text",
     title="Construction Site Image-to-Text Generator",
     description="Upload up to 10 site photos. The model will detect and describe construction activities and materials (e.g., concrete pouring, scaffolding, steel rods).",