v2.0.0

Release notes

We are excited to announce the release of Norfair 2.0, the biggest upgrade to Tryolabs’ open-source multi-object tracking library since its first release two years ago 🙌

Read announcement blog post.

Changelog

New features

• Support re-identification with appearance embeddings (#118) @facundo-lezama
• Estimate camera motion using the mode of the Optical Flow (#139) @aguscas
• Support n-dimensional tracking (#138) @aguscas
• Add new documentation using MkDocs (#154) @javiber
• Added option to control output video extension (#176) @javiber
• Added predefined distance functions for typical cases (#135) @javiber

Demos

• Add demo in Hugging Face Spaces (#178) @DiegoFernandezC @dekked
• Add official demo in Google Colab (#184) @DiegoFernandezC
• Revamp demos and dockerize them for reproducibility (#146) @aguscas @dekked
• Add YOLOv7 demo (#147) @aguscas
• Added example with MMDetection (#134) @javiber
• Update OpenPose demo (#81) @rocioxl
• Added IoU function to the YOLOv5 demo (#90) @ffedee7

Other features & fixes

• Set optimized filter as default (#145) @aguscas
• Add version info in __init__.py (#123) @fcakyon
• Blackify the whole repo (#141) @javiber
• Fixed reid video (#179, #180) @javiber
• Avoid drawing paths of dead objects (#175) @javiber
• Fixed dependency on GitHub Actions (#174) @javiber
• Fixes in YOLO demos when tracking bounding boxes (#161) @javiber
• Fix dependency on older version of rich (#160) @javiber
• Fixed draw_tracked_boxes when draw_box is False (#150) @javiber
• Fix many initializations in the trackers (#142) @aguscas
• Fix profiling demo (#137) @aguscas
• Unit tests refactor (#162) @javiber
• Remove redundant CI lines (#116) @joaqo
• Replace gifs for videos on demos (#177) @javiber