longcw/faster_rcnn_pytorch
A PyTorch reimplementation of Faster RCNN, a deep learning object detection model with Region Proposal Networks.
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This repository provides a PyTorch implementation of Faster RCNN, a widely-used object detection architecture. It includes custom CUDA extensions for RoI pooling on both CPU and GPU, training pipeline for VOC2007 dataset, and TensorBoard support for monitoring. The project is based on the original Faster RCNN paper by Ren et al. and serves as a reference implementation for understanding region-based object detection models.
Frequently asked
- What is longcw/faster_rcnn_pytorch?
- A PyTorch reimplementation of Faster RCNN, a deep learning object detection model with Region Proposal Networks.
- Is faster_rcnn_pytorch open source?
- Yes — longcw/faster_rcnn_pytorch is open source, released under the MIT license.
- What language is faster_rcnn_pytorch written in?
- longcw/faster_rcnn_pytorch is primarily written in Python.
- How popular is faster_rcnn_pytorch?
- longcw/faster_rcnn_pytorch has 1.8k stars on GitHub.
- Where can I find faster_rcnn_pytorch?
- longcw/faster_rcnn_pytorch is on GitHub at https://github.com/longcw/faster_rcnn_pytorch.