Edge Fall / Danger Detection VLM

Tools

• edge_fall_vlm_demo_analyze Detect fall / person-down / distress in a clip. Slides a short window across the clip and takes the MAX-severity verdict (a fall anywhere = alert) -- so a brief fall in a long clip is not diluted to 'normal'. Uses ZeroGPU, else CPU fallback. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool

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As the server's own listing gives them. We never call a tool.