Mmdetection: Mask-RCNN Benchmark
Hi,
We've just open-sourced our PyTorch 1.0 implementation of Faster R-CNN and Mask R-CNN in https://github.com/facebookresearch/maskrcnn-benchmark.
It contains code for training and testing most of the detection and segmentation models from Detectron.
Compared to the current implementation in mmdetection, it seems to bring some significant speed-ups during training, with less memory usage as well.
Please feel free to try it out, and even plug in some of our components to potentially get some speedups.
fmassa
All 3 comments
@fmassa Congratulations to the release of the new implementation of mask rcnn! It is indeed a great piece of work. The team is now working intensely toward CVPR submission, and will learn from your efforts afterwards.
lindahua
on 25 Oct 2018
how about speed when infer?
sybil12
on 31 May 2019
We released our technical report for the latest benchmark.
hellock
on 23 Jun 2019
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Most helpful comment
@fmassa Congratulations to the release of the new implementation of mask rcnn! It is indeed a great piece of work. The team is now working intensely toward CVPR submission, and will learn from your efforts afterwards.