Object Detection in Videos
Detect objects in a video frame by frame: Pixeltable extracts the frames, runs YOLOX models on them and reassembles the frames into a video. Compare detection models and evaluate them against ground truth.
Pull frames from video files at specified intervals for analysis, thumbnails, or training data.
Video · Notebook · Updated
Colab runs it in your browser. If it calls a model provider, it asks for that provider's API key in a cell.
You create a view with a frame_iterator that automatically extracts frames from each video. New videos are processed without extra code.
pip install pixeltable
video.frame_iterator()pxt.create_table()pxt.create_view()insert()Detect objects in a video frame by frame: Pixeltable extracts the frames, runs YOLOX models on them and reassembles the frames into a video. Compare detection models and evaluate them against ground truth.
Automatically find scene cuts, transitions, and fades in video files.
Automatically create preview thumbnails from video files at specific timestamps or intervals.
Burn text, captions, or watermarks directly into video files.