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Published 20 hours ago • verified publisher icon fmassa

Fast rcnn

Open fmassa opened this issue 8 years ago • 1 comments

Implements fast-rcnn detection framework. This PR includes

  • a simple and efficient lua implementation for ROIPooling based on SpatialAdaptiveMaxPooling
  • train and test code
  • an image-centric BatchProvider

Some code refactor is needed before this PR gets merged. For the moment, there is no bounding-box regression.

fmassa avatar Aug 23 '15 15:08 fmassa

Just a heads up on the status of this PR. Using Caffenet, without bbox regression, this code gives a mAP of around 50.3 on Pascal VOC 2007. Once I figure out what's holding back the ~1/2 points from original Fast-RCNN, I'll clean it and merge it.

fmassa avatar Sep 02 '15 17:09 fmassa