deeplabv3plus topic

List deeplabv3plus repositories

DeepLab-v3-plus-cityscapes

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mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

LightNet

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LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

SegmenTron

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Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, Enc...

LibtorchSegmentation

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A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

vedaseg

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A semantic segmentation toolbox based on PyTorch

DeepLabV3Plus-Pytorch

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Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

DeepLabV3-Plus

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Tensorflow 2.3.0 implementation of DeepLabV3-Plus

deeplabv3plus-keras

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deeplabv3plus (Google's new algorithm for semantic segmentation) in keras:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet,...