deeplabv3plus 开源项目推荐（68 个）

VainF /DeepLabV3Plus-Pytorch

针对Pascal VOC和Cityscapes的预培训DeepLabv3和DeepLabv3+

rishizek /tensorflow-deeplab-v3-plus

使用 TensorFlow 构建的 DeepLabv3+

ansleliu /LightNet

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

LikeLy-Journey /SegmenTron

支持 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）

AllentDan /LibtorchSegmentation

一个基于libtorch（pytorch c++）的C++可训练语义分割库。主干网：VGG、ResNet、ResNext。架构：FPN、U-Net、PAN、LinkNet、PSPNet、DeepLab-V3、DeepLab-V3+。

Media-Smart /vedaseg

A semantic segmentation toolbox based on PyTorch

CoinCheung /DeepLab-v3-plus-cityscapes

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).

lattice-ai /DeepLabV3-Plus

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

mberkay0 /clothing-segmentation

Clothing segmentation with DeepLabV3+

TachibanaYoshino /Remote-sensing-image-semantic-segmentation-tf2

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, and refinenet.

mjDelta /deeplabv3plus-keras

deeplabv3plus（谷歌新的语义分割算法）在 keras：Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 中

dontLoveBugs /Deeplab_pytorch

All version of deeplab implemented in Pytorch

TangYong1975 /deeplabv3-swintransformer

该项目在 GitHub 上没有填写描述

nikhilroxtomar /Remove-Photo-Background-using-TensorFlow

In this program, we are using image segmentation to remove the background from photos.

cavalleria /humanseg.pytorch

Human segmentation project(pytorch)

runrunrun1994 /ncnn-android-deeplabv3plus

The deeplabv3+ person segmentation android example.

runrunrun1994 /Person_Segmentation

The inference implementation of the deeplabV3+ person segementation algorithm.

TanyaChutani /DeepLabV3Plus-Tf2.x

A Tensorflow implementation of Deep Lab V3 Plus from scratch.

J911 /DeepLabV3Plus-for-Beginners

DeepLabV3Plus for Beginners in Cityscapes Dataset

MjdMahasneh /Simple-PyTorch-Semantic-Segmentation-CNNs

PyTorch Implementation of Semantic Segmentation CNNs: This repository features key architectures like UNet, DeepLabv3+, SegNet, FCN, and PSPNet. It's crafted to provide a solid foundation for Semantic Segmentation tasks using PyTorch.