TransVLM Shot Transition Detection

Tools

• transvlm_shot_transitions_detect Detect every shot transition in a video and return their timestamps. Runs the TransVLM pipeline: resample to 25 fps, resize to the model's pixel budget, compute whole-video NeuFlow v2 optical flow, then run the 6-channel Qwen3-VL model over 10-second sliding windows and merge the results. 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. Returns: The optical-flow visualisation video, a markdown summary, an HTML, timeline, a table of detected transitions, and the full run record.

No tool matches.

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