Mask_rcnn: How to use other backbones in this implementations

Created on 12 Mar 2019  路  5Comments  路  Source: matterport/Mask_RCNN

I have annotated my huge traning datasets using VGG anotator tools to train MaskRCNN model implemented by matterplot but in matterplot implementation only two backbones are use ResNet 50 and ResNet 101(FPN).But now I want to use other backbones also in mask RCNN.So how I will use different backbones like inception v2 in this implementation

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You can have a look at this repository which added Mobilenet to Mask RCNN. It may give you some help.

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if your dataset is big enough, you can change the code in resnet_graph to fit for inception v2, and make sure your output's shape is the same before, but its really a huge work

if you already done this then please share ur code because I am beginer in coding

You can have a look at this repository which added Mobilenet to Mask RCNN. It may give you some help.

Has anyone used resnet18 as the backbone instead of resent101 or resnet50? I am not quite sure how to change the resnet_graph function to this end.

Did you do it? Now I have this problem?

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