Gradio 5.0 object detection

app.py

@@ -1,7 +1,30 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!"
+with gr.Blocks() as app:
+    gr.HTML(
+        """
+    <h1 style='text-align: center'>
+    Video Object Detection with <a href='https://huggingface.co/PekingU/rtdetr_r101vd_coco_o365' target='_blank'>RT-DETR</a>
+    </h1>
+    """)
+    with gr.Row():
+        with gr.Column():
+            video = gr.Video(label="Video Source")
+            conf_threshold = gr.Slider(
+                label="Confidence Threshold",
+                minimum=0.0,
+                maximum=1.0,
+                step=0.05,
+                value=0.30,
+            )
+        with gr.Column():
+            output_video = gr.Video(label="Processed Video", streaming=True, autoplay=True)
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()   
+    video.upload(
+        fn=stream_object_detection,
+        inputs=[video, conf_threshold],
+        outputs=[output_video],
+    )
+
+
+    # This is from: https://www.gradio.app/guides/object-detection-from-video