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The Top 11 Pytorch Cityscapes Deeplab V3 Plus Open Source Projects

Open source projects categorized as Pytorch Cityscapes Deeplab V3 Plus
Categories > Machine Learning > Cityscapes
Categories > Deeplab V3 Plus
Pytorch Deeplab Xception ⭐ 2,524
DeepLab v3+ model in PyTorch. Support different backbones.
most recent commit 2 years ago
Deeplabv3plus Pytorch ⭐ 1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit a year ago
Lightnet ⭐ 715
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
most recent commit 4 years ago
Segmentron ⭐ 407
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)
most recent commit 3 years ago
Pytorch Segmentation ⭐ 284
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
most recent commit 4 years ago
Lightnetplusplus ⭐ 238
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
most recent commit 4 years ago
Deeplab V3 Plus Cityscapes ⭐ 87
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).
most recent commit 4 years ago
Knowledge Distillation By Replacing Cheap Conv ⭐ 11
In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks
most recent commit 4 years ago
Tensorflow Keras Semantic Segmentation ⭐ 9
Tensorflow-Keras semantic segmentation
most recent commit 2 years ago
Pytorch_deeplab ⭐ 9
Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.
most recent commit 2 years ago
Deeplabv3plus For Beginners ⭐ 9
DeepLabV3Plus for Beginners in Cityscapes Dataset
most recent commit 4 years ago
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