Mask_rcnn: Can this implementation achieve the state-of-art performance?

[wuyangzhang]

Hi Guys,

I tested the implementation on the COCO dataset with the pre-trained weights, while I cannot get the state of art performance shown at http://cocodataset.org/#detection-leaderboard. At this point, I am trying to figure out what is going wrong.. Is there any one who can achieve the expected performance with the implementation?

[ppwwyyxx]

It cannot. See #1.

[AndreaPi]

@ppwwyyxx interesting. I guess you're using another implementation, then. May I ask which one?

[ppwwyyxx]

I use my own implementation in TensorFlow, and maskrcnn-benchmark in PyTorch as well.

Not saying that they reach best performance on COCO leaderboard, but at least they are able to reproduce performance in the official implementation in Detectron.

[AndreaPi]

Nice! Is it as easy to modify your implementation (or maskrcnn-benchmark) to train on a custom dataset, as it is for this one?

[ppwwyyxx]

They have their own documentation 1 2 about adding datasets.