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Faster R-CNN download for Linux

Free download Faster R-CNN Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Faster R-CNN whose latest release can be downloaded as faster_rcnnsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

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Faster R-CNN


DESCRIPTION

This repository provides a MATLAB / Caffe re-implementation of the Faster R-CNN object detection framework (originally from Ren et al. 2015). The Faster R-CNN architecture combines a Region Proposal Network (RPN) with a Fast R-CNN style detection network to share convolutional feature maps and thus speed up detection. The repo includes code to train, test, and deploy Faster R-CNN models under the MATLAB / Caffe environment, example configuration files, and model checkpoints.



Features

  • Shared convolutional backbone for proposals + detection
  • Region Proposal Network (RPN) for generating object proposals
  • End-to-end training of proposal + detector
  • Multiple configuration files for different datasets and architectures
  • Support for fine-tuning existing models
  • Evaluation scripts for mAP and detection metrics


Programming Language

MATLAB


Categories

Computer Vision Libraries

This is an application that can also be fetched from https://sourceforge.net/projects/faster-r-cnn.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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