← all repositories

autonomousvision/unimatch

A unified transformer-based model for optical flow, stereo matching, and monocular depth estimation achieving state-of-the-art results.

1.4k stars Python Computer Vision
unimatch
Velocity · 7d
+1.0
★ / day
Trend
steady
star history

UniMatch proposes a unified architecture that jointly handles optical flow estimation, stereo matching, and depth prediction using cross-attention and correlation mechanisms. The model leverages a transformer backbone with global matching to learn dense correspondences across image pairs. It achieves 1st place on Sintel, Middlebury, and Argoverse benchmarks, outperforming task-specific approaches while using a single model architecture.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.