Is Mask R-CNN available in Matlab?

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Scott Baldwin
Scott Baldwin 2019년 10월 21일
댓글: L 2021년 8월 25일
Faster R-CNN is the backbone of Mask R-CNN. However, adding the needed pixelwise classification to Faster R-CNN causes an issue with training using the trainFasterRCNNObjectDetector function.
Has anyone built Mask R-CNN in Matlab, and found a way to train it?
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Wassim Dhaouadi
Wassim Dhaouadi 2019년 11월 20일
Please update us if you figured this out. I and many others would be very interested to know how you did it.
-Thank you

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채택된 답변

Athul Prakash
Athul Prakash 2019년 10월 24일
편집: Athul Prakash 2019년 10월 24일
Matlab doesn't have a pre-trained Mask RCNN network as of now.
You may write your own training script for the custom network you mentioned.
However, I recommend pouring through File Exchange - you might find someone's implementation over there.

추가 답변(1개)

Tohru Kikawada
Tohru Kikawada 2020년 11월 19일
  댓글 수: 1
L
L 2021년 8월 25일
Dear Tohru,
I have tried to follow the demo from this link https://www.mathworks.com/help/vision/ug/example-InstanceSegmentationUsingMaskRCNNDeepLearningExample.html , but I can't train the mask rcnn on my on dataset, I get various errors. I have labeled the data and I have converted it to json file.
I would like to train the net with my own small dataset in order to learn the procedure.
Is there a demo where can we all see the training on custom dataset (small dataset with few images)?
I cannot find the example with custom dataset. Is it available?
The example from the provided link is related to COCO, prepaired dataset and it is difficult to follow. It is confusing since it uses helper functions and aready prepared images and annotation.

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