deeplabv3plus

There are 1 repository under deeplabv3plus topic.

• VainF / DeepLabV3Plus-Pytorch

  Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

  deeplabv3plusdeeplabv3pytorchpascal-voccityscapessegmentation
  Language:Python 1729

• rishizek / tensorflow-deeplab-v3-plus

  DeepLabv3+ built in TensorFlow

  deeplabv3plusdeeplabv3pascal-vocdeeplabtensorflowdeeplab-resnet
  Language:Python 828

• linksense / LightNet

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

  cityscapesdeeplabv3deeplabv3plusinplace-activated-batchnormlight-weight-netlight-weight-networksmapillary-vistas-datasetmobilenetmobilenet-v2mobilenetv2mobilenetv2pluspytorchrfmobilenetv2plusscse-asppsegmentationsemantic-context-losssemantic-segmentationshufflenetwide-residual-networks
  Language:Python 715

• 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)

  deeplab-v3-plusdeeplabv3plusxceptionfast-scnnpytorchccnethrnetcityscapescocoevalmobilenetpointrend
  Language:Python 689

• Media-Smart / vedaseg

  A semantic segmentation toolbox based on PyTorch

  pytorchsemantic-segmentationdeeplabv3plusdeeplabv3pspnetunetfpn
  Language:Python 408

• AllentDan / LibtorchSegmentation

  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.

  semantic-segmentationfpnpytorch-cpplibtorchresnetresnextunetdeeplabv3deeplabv3pluscpppytorch-cpp-frontendmodelsneural-networkimagenetpretrained-weightspytorchimage-segmentationpretrained-backboneslibtorch-segmentpspnet
  Language:C++ 402

• zgcr / SimpleAICV_pytorch_training_examples

  SimpleAICV:pytorch training and testing examples.

  pytorchdarknetfcosresnetretinanetcenternetttfnetrepvggmaedinovitdeeplabv3plusdmlkdregnetxu2netaotgansolov2yolact
  Language:Python 402

• 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).

  pytorchcityscapessegmentationdeeplabv3plus
  Language:Python 164

• lattice-ai / DeepLabV3-Plus

  Tensorflow 2.3.0 implementation of DeepLabV3-Plus

  deeplabv3deeplabv3plustensorflow2cityscapeswandbtensorflowarchitecturesegmentationsemantic-segmentationhuman-part-segmentationhuman-parsing
  Language:Jupyter Notebook 95

• mjDelta / deeplabv3plus-keras

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

  deeplab-v3-plussemantic-segmentationdeeplabv3plusdeeplab
  Language:Python 65

• 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.

  remote-sensing-imagesemantic-segmentationnaic2020deeplabv3plus
  Language:Python 61

• dontLoveBugs / Deeplab_pytorch

  All version of deeplab implemented in Pytorch

  deeplabdeeplabv2deeplabv3deeplabv3pluspytorchauto-deeplab
  Language:Python 59

• mberkay0 / clothing-segmentation

  Clothing segmentation with DeepLabV3+

  cloth-segmentationclothes-detectioncolab-notebookdeeplabv3deeplabv3plusjupyter-notebookpythonclothing-parsingfashion-segmentation
  Language:Jupyter Notebook 42

• nikhilroxtomar / Remove-Photo-Background-using-TensorFlow

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

  image-segmentationdeeplabv3plus
  Language:Python 36

• TangYong1975 / deeplabv3-swintransformer

  deeplabv3plusswin-transformerpytorchdeeplabv3hrnetmobilenetregnetresnet
  Language:Python 35

• cavalleria / humanseg.pytorch

  Human segmentation project(pytorch)

  human-segmentationpytorchhrnetunetdeeplabv3plusmobilenetv2
  Language:Python 28

• runrunrun1994 / ncnn-android-deeplabv3plus

  The deeplabv3+ person segmentation android example.

  ncnnandroiddeeplabv3pluspeson-segmentation
  Language:C++ 26

• runrunrun1994 / Person_Segmentation

  The inference implementation of the deeplabV3+ person segementation algorithm.

  libtorchdeeplabv3plusmobilenetv2person-segementationncnntensorrt
  Language:C++ 23

• TanyaChutani / DeepLabV3Plus-Tf2.x

  A Tensorflow implementation of Deep Lab V3 Plus from scratch.

  semantic-segmentationdeep-lab-v3-plustensorflowtensorflow2kerasresnet-50resnetdeeplabv3plus
  Language:Jupyter Notebook 22

• J911 / DeepLabV3Plus-for-Beginners

  DeepLabV3Plus for Beginners in Cityscapes Dataset

  pytorchdeeplabv3pluscityscapessegmentation
  Language:Python 20

• lehduong / Knowledge-Distillation-by-Replacing-Cheap-Conv

  In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks

  convolutional-neural-networksknowledge-distillationsemantic-segmentationdeeplabv3deeplabv3pluspytorchlow-resource
  Language:Python 13

• chansoopark98 / Tensorflow-Keras-Semantic-Segmentation

  Tensorflow-Keras semantic segmentation

  binary-segmentationdata-labelingkeraskeras-tensorflowlightweightopencvopencv-pythonrealtimeros-melodicsalient-object-detectionsemantic-segmentationtensorflowtensorflow2cityscapesddrnetdeeplabv3plusresnetpytorch
  Language:Python 12

• GokulVSD / MonoDAC

  Monocular Depth Estimation via a Fully Convolutional Deep Neural Network, utilising Atrous Convolutions, with 3D Point Cloud Visualisation.

  deep-learningcomputer-visiondepth-estimationdeeplabv3pluspoint-cloudipcamera
  Language:Python 8

• tshr-d-dragon / Semantic_Segmentation_Models

  I am aiming to write different Semantic Segmentation models from scratch with different pretrained backbones.

  deeplabdeeplab-tensorflowdeeplab-v3deeplab-v3-plusdeeplabv3deeplabv3pluspspnetpspnet-tensorflowsqueeze-and-excitationsegmentationsemantic-segmentationsqueezenetunetkerastensorflow
  Language:Python 6

• yanfengliu / embedding_tracking

  Source code for "Amodal Instance Segmentation and Multi-Object Tracking with Deep Pixel Embedding"

  amodal-instance-segmentationmulti-object-trackingpixel-embeddinginstance-segmenationcomputer-visiondeep-learningmachine-learningimage-processingpythondeeplabv3plusdiscriminative-learningtensorflowkeras
  Language:Jupyter Notebook 6

• zhulf0804 / Deeplabv3plus-Tensorflow

  A Tensorflow implementation of Deeplabv3+ trained on VOC2012.

  deeplabv3plustensorflowvoc2012
  Language:Python 6

• Hexmagic / LaneDetection

  百度车道线比赛

  deeplabv3plusunetpytorch-implementation
  Language:Python 5

• vinayakpahalwan7 / deeplab-demo

  Image segmentation using deeplab

  image-segmentationimage-segmentation-tensorflowdeeplabv3plus
  Language:Jupyter Notebook 5

• big-lazy-cat / seismic-facies-identification

  3rd place solution of Seismic Facies Identification Challenge

  image-segmentationpytorchdeeplabv3plusefficientnet-b3
  Language:Jupyter Notebook 4

• naivomah3 / lab-cv

  Implementation of state-of-the-art models to do segmentation over our own dataset.

  cnn-kerascomputer-visiondatasetdeeplabv3deeplabv3plusdensenetdepthwise-separable-convolutionsfcn-8simage-segmentationmobilenetv2tiramisu103unet-kerasxception
  Language:Jupyter Notebook 4

• 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.

  cnndeep-learningdeeplab-v3-plusdeeplabv3plusfcnkagglepspnetpytorchsegmentationsemantic-segmentationsemsegtensorboardunetaideeplearninglocalizationmachine-learningobject-detectionobject-segmentation
  Language:Python 3

• leaderj1001 / minimal-segmentation

  minimal-segmentation

  semantic-segmentationdeeplabv3pluspytorchminimal-deeplabv3plus
  Language:Python 1

• Rohit8y / Semantic-Segmentation-Forestry

  Fine-tune and evaluate deep learning models built with PyTorch for semantic segmentation of trees from satellite imagery of forestry areas.

  deep-learningdeeplabv3plusencoder-decoderforestrypytorchsemantic-segmentationcomputer-vision
  Language:Python 1

• sunandhini96 / Water_body_segmentation-DeepLabV3plus

  This repo hosts the water body extraction from satellite images using DeeplabV3+ model.

  deeplabv3pluswater-body-extraction
  Language:Python 1

• jiaowoguanren0615 / DeepLabV3Plus_Pytorch

  deeplabv3deeplabv3plusdeeplearninghrnetmobilenetpytorchresnetsegmentation-models
  Language:Python

• shubhampundhir / DeepLabV3Plus_IndianRoads_SemanticSegmentation

  Semantic Segmentation on Indian Roads dataset "Emarg" (custom).

  deep-neural-networksdeeplabv3pluspytorchsemantic-segmentation
  Language:Python