Detectron2 enables developers to build and deploy state-of-the-art object detection models. It supports a variety of tasks, including instance segmentation and keypoint detection.
Key features
- State-of-the-art object detection capabilities
- Flexible and modular architecture
- Supports multiple backbones and architectures
- Rich set of pre-trained models
- Easy-to-use command line interface
Pros
- Completely free to use
- High performance with efficient algorithms
- Active community and ongoing updates
- Customizable for specific project needs
Cons
- Steep learning curve for beginners
- Limited support for non-standard datasets
- Requires familiarity with PyTorch