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The Top 23 Pytorch Deeplab V3 Plus Open Source Projects

Open source projects categorized as Pytorch Deeplab V3 Plus
Categories > Deeplab V3 Plus
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
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
Fbrs_interactive_segmentation ⭐ 579
[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331
most recent commit 7 months 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
Vedaseg ⭐ 383
A semantic segmentation toolbox based on PyTorch
most recent commit 3 years ago
Libtorchsegmentation ⭐ 380
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.
most recent commit 5 months ago
Simpleaicv_pytorch_training_examples ⭐ 380
SimpleAICV:pytorch training and testing examples.
most recent commit 4 months ago
Pytorch Segmentation ⭐ 284
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
most recent commit 4 years ago
Lightnetplusplus ⭐ 237
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
Deeplab_v3_plus ⭐ 81
This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.
most recent commit 5 years ago
Document Image Unwarping Pytorch ⭐ 55
Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"
most recent commit 4 years ago
Segmentation_pytorch ⭐ 54
semantic segmentation pytorch 语义分割
most recent commit 3 years ago
Mobilenetv2_deeplabv3_pytorch ⭐ 34
Try to implement deeplab v3+ on pytorch according to offical demo.
most recent commit 6 years ago
Deeplab_pytorch ⭐ 33
All version of deeplab implemented in Pytorch
most recent commit 5 years ago
Deeplabv3 Swintransformer ⭐ 29
most recent commit 6 months 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
Lidchallenge2020 Nopeopleallowed ⭐ 11
A 3rd place solution for LID Challenge at CVPR 2020 on Weakly Supervised Semantic Segmentation
most recent commit 2 years ago
Tensorrt Experiment ⭐ 10
Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.
most recent commit 3 months 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
Tensorflow Keras Semantic Segmentation ⭐ 9
Tensorflow-Keras semantic segmentation
most recent commit 2 years ago
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