Detectron2 is an open-source computer vision library developed by Facebook AI Research. It provides state-of-the-art object detection and segmentation algorithms, making it ideal for researchers and developers.
Key features
- Supports various object detection models.
- Easy integration with PyTorch.
- Customizable training pipelines.
- Pre-trained models available for quick deployment.
- Rich documentation and community support.
Pros
- Free and open-source.
- High performance on standard benchmarks.
- Active development and updates.
- Scalable for large datasets.
Cons
- Steep learning curve for beginners.
- Limited support for non-PyTorch frameworks.
- Complex installation process.