qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Language: Python - Size: 14.1 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 10,345 - Forks: 1,736

SegmentationBLWX/sssegmentation

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

Language: Python - Size: 4.29 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 835 - Forks: 106

open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language: Python - Size: 43.2 MB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 8,787 - Forks: 2,695

qubvel/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Language: Python - Size: 1.77 MB - Last synced at: 9 days ago - Pushed at: 8 months ago - Stars: 4,828 - Forks: 1,039

Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

Language: Python - Size: 242 KB - Last synced at: 2 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: 16 days ago - Pushed at: over 1 year ago - Stars: 445 - Forks: 91

speedinghzl/pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

Language: Python - Size: 448 KB - Last synced at: 17 days ago - Pushed at: about 5 years ago - Stars: 776 - Forks: 167

mahshid1378/MMSegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language: Python - Size: 32.3 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

gengyanlei/segmentation_pytorch

semantic segmentation pytorch 语义分割

Language: Python - Size: 298 KB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 122 - Forks: 30

ryuuzaki42/Deteccao_de_linhas_de_plantio_em_plantacoes_de_cana-de-acucar_utilizando_deep_learning

Detecção de linhas de plantio em plantações de cana-de-açúcar utilizando deep learning

Language: Jupyter Notebook - Size: 62.3 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

saravanabalagi/pspnet_tf2

PSPNet in Tensorflow 2 with pretrained weights for ADE20k, CityScapes and VOC2012

Language: Python - Size: 9.09 MB - Last synced at: 6 days ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

KleinYuan/tf-segmentation

Real-time semantic segmentation inference production ready code based on deeplab-resnet/psp-net and tensorflow

Language: Python - Size: 135 KB - Last synced at: 9 days ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 2

layanBalbisi03/Road_Segmentation

This repository contains the code for a semantic segmentation project aimed at extracting roads from satellite images. The project leverages deep learning models, including U-Net, SegNet, PSPNet, and DeepLabV3, for pixel-wise classification.

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

MohaZamani/Gastrointestinal-Polyp-Segmentation

Polyp segmentation on the Kvasir-SEG dataset using deep learning models like UNet, UNet++, PSPNet, and DeepLabV3Plus with ResNet50 and MobileNetV2 encoders.

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

oandrienko/fast-semantic-segmentation

ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation

Language: Python - Size: 2.17 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 220 - Forks: 41

kaditya123/VHR_Satellite-Image-Semantic-Segmentation

Very high resolution image pre-processing and semantic segmentation (Potsdam Dataset)

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

the0807/Autonomous-Driving-Model

🚘 Object Detection and Semantic Segmentation for Autonomous Driving

Language: Jupyter Notebook - Size: 61.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

IanTaehoonYoo/semantic-segmentation-pytorch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

Language: Python - Size: 36.7 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 87 - Forks: 20

Sakib1263/TF-1D-2D-Segmentation-End2EndPipelines

1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.

Language: Python - Size: 18.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 28 - Forks: 19

mberkay0/segmentation_models.pytorch Fork of qubvel/segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch. for Google Colab cell motility segmentation example.

Language: Python - Size: 5.6 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

manideep2510/eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

Language: Python - Size: 160 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 288 - Forks: 83

jagerbob/pspnet-semantic-segmentation

Implementation of the PSPNet machine learning model, used for various sport pitches lines semantic segmentation

Language: Jupyter Notebook - Size: 296 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - 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: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

mitmul/chainer-pspnet

PSPNet in Chainer

Language: Python - Size: 78.1 KB - Last synced at: 17 days ago - Pushed at: over 6 years ago - Stars: 74 - Forks: 18

Junjun2016/COCO-Stuff_benchmark

COCO-Stuff Benchmark

Language: Python - Size: 16.4 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

nearthlab/image-segmentation

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

Language: Python - Size: 35.3 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 20

leeesangwon/convert_pspnet_log_to_csv

parses the validation results from the PSPNet's log and outputs to the CSV format.

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

HandsomeBrotherShuaiLi/Detlibs

one-stage and two-stage detectors and segmentation-based detectors

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

thuyngch/Human-Segmentation-PyTorch

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

Language: Jupyter Notebook - Size: 4.64 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 524 - Forks: 110

JanMarcelKezmann/TensorFlow-Advanced-Segmentation-Models

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Language: Python - Size: 5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 140 - Forks: 43

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

hellochick/PSPNet-tensorflow

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

Language: Python - Size: 13 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 328 - Forks: 122

karimelhage/Semantic-Segmentation-Aerial-Imagery-Using-PSPNet-UNet

A semantic segmentation of Aerial Imagery from Hurricane Harvey using Deep Learning algorithms

Language: Jupyter Notebook - Size: 41.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

alisure-ml/Semantic-Segmentation-PSPNet

PSPNet in tensorflow

Language: Python - Size: 4.87 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 6

ArronHZG/segmentation-pytorch

Language: Python - Size: 24.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 0

karimelhage/methane-leak-detection-in-satellite-imagery

A Hackathon in partnership Mckinsey & Company: Quantum Black to detect methane leaks and develop a business case for a startup Clean R

Language: Jupyter Notebook - Size: 6.81 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 3

Rintarooo/PSPNet

Semantic Segmentation for CityScapes dataset, Pyramid Scene Parsing Network

Language: Python - Size: 395 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

shahabty/PSPNet-Pytorch

Implemetation of Pyramid Scene Parsing Network in Pytorch

Language: Python - Size: 126 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 29 - Forks: 6

leaderj1001/PSPNet

Implementing Pyramid Scene Parsing Network (PSPNet) paper using Pytorch

Language: Python - Size: 71.3 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 1

etosworld/etos-deepcut

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr . a tool to do automatically object segmentation from extreme points.

Language: Python - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 4

kozistr/Awesome-Segmentations

Lots of semantic image segmentation implementations in Tensorflow/Keras

Language: Python - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 68 - Forks: 16

kazuto1011/pspnet-pytorch

PyTorch implementation of PSPNet

Language: Python - Size: 2.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 52 - Forks: 11

hellochick/semantic-segmentation-tensorflow

Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.

Language: Python - Size: 4.23 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 83 - Forks: 38

mhashas/Exploiting-Temporality-For-Semi-Supervised-Video-Segmentation

Code for the paper "Exploiting Temporality for Semi Supervised Video Segmentation" (ICCV '19)

Language: Python - Size: 7.51 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 4

sartaj0/PytorchSegmentation

Providing a pipeline for training a segmentation model with different architectures

Language: Python - Size: 19 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Firamon/Segmentation-Models

Here i implemented some segmentation models. There are a few istances of FCN that uses transposed conv vs upsampling+conv as decoder layers, an implementation of UNet and an implementation of PSPNet. There is also an implementation of ResNet50

Language: Python - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

IsmaelMekene/meteor-CUTIE

Spatial and Semantic Segementation

Language: Python - Size: 8.21 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

zhulf0804/PSPNet-Tensorflow

A Tensorflow implementation of PSPNet.

Language: Python - Size: 41.5 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

mhashas/Temples-Classifier

Code for classifying temples by their origin country

Language: Python - Size: 83.3 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

yasharmaster/image-segmentation-demo

Image Segmentation using various deep learning architechtures

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

festa78/semseg_tf

TensorFlow-based semantic segmentation codes.

Language: Python - Size: 113 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

uzeful/piwise Fork of bodokaiser/piwise

Pixel-wise segmentation on VOC2012 dataset using pytorch.

Language: Python - Size: 45.9 KB - Last synced at: 11 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0