exitudio/GaitMixer
Official repository for "GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer" (ICASSP 2023)
This project helps security professionals or biometric researchers improve how they identify individuals by analyzing their walking patterns. It takes in skeletal motion data (like key points on a person's body as they walk) and learns to represent these movements in a way that allows for highly accurate person identification, even from different angles or under varying conditions. The output is a robust gait signature that can be used for recognition.
No commits in the last 6 months.
Use this if you need to identify individuals with high accuracy based solely on their unique walking style from skeletal data.
Not ideal if you are working with raw video footage and don't have skeletal pose estimation as a preprocessing step.
Stars
26
Forks
3
Language
Python
License
—
Category
Last pushed
Dec 12, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/exitudio/GaitMixer"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
NVlabs/MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
sign-language-translator/sign-language-translator
Python library & framework to build custom translators for the hearing-impaired and translate...
kyegomez/Jamba
PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"
autonomousvision/transfuser
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving;...
kyegomez/MultiModalMamba
A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance...