ruotianluo/pytorch-faster-rcnn
A PyTorch implementation of Faster RCNN for real-time object detection based on region proposal networks.
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This repository provides a PyTorch reimplementation of the Faster RCNN object detection framework. It converts pretrained TensorFlow models to PyTorch and supports both GPU and CPU inference. The implementation follows the original architecture with region proposal networks and detection heads for identifying objects in images. The author notes this is a legacy project and recommends using detectron2 or mmdetection for new projects.
Frequently asked
- What is ruotianluo/pytorch-faster-rcnn?
- A PyTorch implementation of Faster RCNN for real-time object detection based on region proposal networks.
- Is pytorch-faster-rcnn open source?
- Yes — ruotianluo/pytorch-faster-rcnn is open source, released under the MIT license.
- What language is pytorch-faster-rcnn written in?
- ruotianluo/pytorch-faster-rcnn is primarily written in Jupyter Notebook.
- How popular is pytorch-faster-rcnn?
- ruotianluo/pytorch-faster-rcnn has 1.8k stars on GitHub.
- Where can I find pytorch-faster-rcnn?
- ruotianluo/pytorch-faster-rcnn is on GitHub at https://github.com/ruotianluo/pytorch-faster-rcnn.