GMM-HMM (Hidden markov model with Gaussian mixture emissions) implementation for sound recognition and other uses

A easy HMM program written with Python, including the full codes of training, prediction and decoding.

Awesome work on hand pose estimation/tracking

PyTorch reimplementation of hand-biomechanical-constraints (ECCV2020)

Parameterizing neural power spectra into periodic & aperiodic components.

This is the pretraining code for PeCLR. An equivariant contrastive learning framework for 3D hand pose estimation. The paper is presented at ICCV 2021.

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Learning Dynamic Routing for Semantic Segmentation

深度学习经典、新论文逐段精读

A curated list of awesome architecture search resources