Create app.py

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the object detection pipeline
+pipe = pipeline("object-detection", model="facebook/detr-resnet-101")
+
+def detect_objects(image):
+    results = pipe(image)
+    return results
+
+# Set up the Gradio interface
+iface = gr.Interface(
+    fn=detect_objects,
+    inputs=gr.Image(type="numpy", label="Upload Image"),
+    outputs=gr.JSON(label="Detection Results"),
+    title="Object Detection with DETR",
+    description="Upload an image to detect objects using the DETR model."
+)
+
+# Launch the app
+if __name__ == "__main__":
+    iface.launch()