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How to use other backbones in this implementations

Open crazyxprogrammer opened this issue 6 years ago • 7 comments

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

crazyxprogrammer avatar Mar 12 '19 11:03 crazyxprogrammer

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

baichii avatar Mar 13 '19 08:03 baichii

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

crazyxprogrammer avatar Mar 13 '19 11:03 crazyxprogrammer

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

CSU-NXY avatar May 18 '19 06:05 CSU-NXY

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.

ectg avatar Jun 24 '19 18:06 ectg

Did you do it? Now I have this problem?

tongxiangwang avatar Apr 07 '20 08:04 tongxiangwang

Did anyone use resnet18? If yes please tell

jatinrastogi avatar Sep 14 '21 10:09 jatinrastogi

I can use resnet 18 and resnet 101 as backbone

duxuan11 avatar May 23 '22 07:05 duxuan11

I can use resnet 18 and resnet 101 as backbone

even i have the same question

prayagpawar avatar Nov 28 '22 10:11 prayagpawar

Did anyone use resnet18? If yes please tell

not yet refer this https://github.com/alexander-pv/maskrcnn_tf2 let me know if u can implement this?

prayagpawar avatar Nov 28 '22 10:11 prayagpawar