Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms.
It supports a number of computer vision research projects and production applications in Facebook.
Features
- Supports object detection and segmentation tasks
- Includes new capabilities such as panoptic segmentation, Densepose, Cascade R-CNN, rotated bounding boxes, PointRend, DeepLab, ViTDet, MViTv2 etc.
- Models can be exported to TorchScript format or Caffe2 format for deployment
- Trains much faster than its predecessor
Use Cases
- Building computer vision research projects
- Production applications in Facebook
Suited For
- Researchers
- Developers
- Data scientists