VainF/DeepLabV3Plus-Pytorch

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Language: Python - Size: 8.09 MB - Last synced at: 32 minutes ago - Pushed at: over 2 years ago - Stars: 2,291 - Forks: 479

camilo-espinosa/volcano-seismic-segmentation

Code Implementation of the article "A Framework for Real-Time Volcano-Seismic Event Recognition Based on Multi-Station Seismograms and Semantic Segmentation Models" (under review).

Language: Python - Size: 2.08 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

zgcr/SimpleAICV_pytorch_training_examples

SimpleAICV:pytorch training and testing examples.

Language: Jupyter Notebook - Size: 243 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 432 - Forks: 99

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).

Language: Python - Size: 37.1 KB - Last synced at: 8 days ago - Pushed at: about 5 years ago - Stars: 180 - Forks: 26

Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

Language: Python - Size: 242 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 407 - Forks: 52

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.

Language: C++ - Size: 88.4 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 445 - Forks: 91

rsrsp21/ONGC_Oil_Spill_Detection

This project implements an oil spill detection system using the DeepLabV3+ model with a ResNet101 backbone for semantic segmentation of aerial imagery. The system includes data preprocessing, model training, evaluation metrics, and a Gradio interface for real-time predictions.

Language: Jupyter Notebook - Size: 255 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

PARKYUNSU/Fashion-U-Want-Virtual-Try-On

Fashion U Want : A High Resolution Virtual Try-On system leveraging deep learning to seamlessly visualize clothes on human models.

Language: Python - Size: 194 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 1 - Forks: 2

nikhilroxtomar/Remove-Photo-Background-using-TensorFlow

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

Language: Python - Size: 14.4 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 24

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.

Language: Python - Size: 24.7 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 19

jan1na/ProKI-Hackathon-24

Solution for ProKI-Hackathon 24. Fine-tuning of DeepLabV3Plus with ResNet101 backbone and Simulated Annealing.

Language: Python - Size: 898 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

TangYong1975/deeplabv3-swintransformer

Language: Python - Size: 147 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 43 - Forks: 10

J911/DeepLabV3Plus-for-Beginners

DeepLabV3Plus for Beginners in Cityscapes Dataset

Language: Python - Size: 92.8 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 1

runrunrun1994/ncnn-android-deeplabv3plus

The deeplabv3+ person segmentation android example.

Language: C++ - Size: 28.6 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 3

dontLoveBugs/Deeplab_pytorch

All version of deeplab implemented in Pytorch

Language: Python - Size: 117 KB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 60 - Forks: 11

linksense/LightNet

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

Language: Python - Size: 87.7 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 719 - Forks: 175

chboey/FloralNet

DeepLab v3+ and Floral-Net, a U-Net inspired CNN, for segmenting flowers and backgrounds in the Oxford Flower Dataset, enhancing accuracy through tailored architecture and class imbalance handling.

Language: MATLAB - Size: 464 KB - Last synced at: 9 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

mberkay0/clothing-segmentation

Clothing segmentation with DeepLabV3+

Language: Jupyter Notebook - Size: 2.73 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 10

sunandhini96/Water_body_segmentation-DeepLabV3plus

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

Language: Python - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 5.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

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)

Language: Python - Size: 4.19 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 672 - Forks: 162

jiaowoguanren0615/DeepLabV3Plus_Pytorch

Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rishizek/tensorflow-deeplab-v3-plus

DeepLabv3+ built in TensorFlow

Language: Python - Size: 415 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 827 - Forks: 313

tshr-d-dragon/Semantic_Segmentation_Models

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

Language: Python - Size: 183 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

GokulVSD/MonoDAC

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

Language: Python - Size: 94.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 2

YannickKae/Ensembling-in-semantic-Image-Segmentation

This repository contains our work on ensembling in semantic image segmentation as part of the Google Research Kaggle competition "Identify Contrails to Reduce Global Warming".

Language: Jupyter Notebook - Size: 361 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

TanyaChutani/DeepLabV3Plus-Tf2.x

A Tensorflow implementation of Deep Lab V3 Plus from scratch.

Language: Jupyter Notebook - Size: 2.12 MB - Last synced at: 16 days ago - Pushed at: almost 5 years ago - Stars: 22 - Forks: 3

mjDelta/deeplabv3plus-keras

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

Language: Python - Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 66 - Forks: 19

runrunrun1994/Person_Segmentation

The inference implementation of the deeplabV3+ person segementation algorithm.

Language: C++ - Size: 544 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 8

Hexmagic/LaneDetection

百度车道线比赛

Language: Python - Size: 22 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

lattice-ai/DeepLabV3-Plus

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 20

chansoopark98/Tensorflow-Keras-Semantic-Segmentation

Tensorflow-Keras semantic segmentation

Language: Python - Size: 227 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

cavalleria/humanseg.pytorch

Human segmentation project(pytorch)

Language: Python - Size: 36.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 10

leaderj1001/minimal-segmentation

minimal-segmentation

Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

yanfengliu/embedding_tracking

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

Language: Jupyter Notebook - Size: 2.55 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 3

zhulf0804/Deeplabv3plus-Tensorflow

A Tensorflow implementation of Deeplabv3+ trained on VOC2012.

Language: Python - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 2

big-lazy-cat/seismic-facies-identification

3rd place solution of Seismic Facies Identification Challenge

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

naivomah3/lab-cv

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

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

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

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

Language: Python - Size: 97 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 3

gsdndeer/Carpal-Tunnel-Segmentation

Use DeeplabV3+ to segment the flexor tendon, median nerve, and carpal tunnel separately from MR images.

Language: Python - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0