Jack Pan

#mediapipe

2 posts

Phase 1: Two fps knobs in a video pre-annotation pipeline

Inference frame rate and review-frame sampling look like one thing and aren't. What each knob actually buys, and what breaks if you treat them as the same.

computer visiondata pipelinemediapipe

Phase 1: Notes from building a video pre-annotation pipeline

A Phase-1 pipeline for embodied-robot video data — MediaPipe + YOLO inference, action segmentation, Label Studio import — plus the boring path-abstraction decision that kept it from collapsing.

computer visiondata pipelinelabel studio