detectron2

  • AI Model

Detectron2 is Facebook AI Research's next generation software system that implements state-of-the-art object detection algorithms. It is a ground-up rewrite of the previous version, Detectron, and it originates from maskrcnn-benchmark.

What's New

It is powered by the PyTorch deep learning framework.

Includes more features such as panoptic segmentation, Densepose, Cascade R-CNN, rotated bounding boxes, PointRend, DeepLab, etc.

Can be used as a library to support different projects on top of it. We'll open source more research projects in this way.

It trains much faster.

Models can be exported to torchscript format or caffe2 format for deployment.


Name

detectron2

Description

Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms. It is the successor of Detectron and maskrcnn-benchmark. It supports a number of computer vision research projects and production applications in Facebook.

Types

AI Model

Author

META

Programming Language

Python

Sub-Fields

Computer Vision

Web URL

https://github.com/facebookresearch/detectron2