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LikeLy-Journey / SegmenTron

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
Apache License 2.0
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Deeplabv3plus (mobilenetv2) cityscapes with ASPP #71

Open vict0rsch opened 3 years ago

vict0rsch commented 3 years ago

Hi,

thanks for your great work and for sharing. I'm looking into using your Deeplab v3+ pre-trained model on Cityscapes, with MobileNet v2 backbone.

The model you shared (deeplabv3_plus_mobilenetv2_segmentron.pth) contains the full backbone but a somewhat light Deeplab v3+ head: no ASPP, no decoder. Is that because this is what gave you the best performance with the MobileNet v2 backbone?

If not, would you be able to share a full Deeplab v3+ head?

Thanks!