kbyran / POINet

Person of Interest. A flexible computer vision library on human analysis, such as person re-identification, human attribute, pose estimation and dense pose estimation.

POI

Person of Interest. A flexible computer vision library on human analysis, such as person re-identification, human attribute, pose estimation and dense pose estimation.

Features

• All in One. Multiple tasks on human analysis are integrated into the one framework, relieving the trouble of maintaining several repositories.
• Easy to Develop. Simple baselines for each task are already implemented, and convenient for secondary development and research.
• Fast to Deploy. Support export deployment model on ONNX/TensorRT to make more devices compatible and particularly gain 50% speed-up on NVIDIA GPU.

Preparation

• INSTALL.md for installation.
• DATASET.md for dataset.
• PRETRAINED.md for pretrained model.

Getting Started

Please read GETTING_STARTED.md for hands-on tutorial.

Model Zoo

Please check MODEL_ZOO.md for models.

Visualization

Please refer to VISUALIZE.md.

License & disclaimer

This project is under the Apache 2.0 license. The framework is based on simpledet. Thanks for their great work!