GitHub topics: deeplabv3

Repositories

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: 2 days ago - Stars: 10,345 - Forks: 1,736

gabrielkasmi/deeppvmapper

Automated pipeline for large scale detection of solar arrays in France

Language: Python - Size: 13.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 15 - Forks: 2

VainF/DeepLabV3Plus-Pytorch

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Language: Python - Size: 8.09 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 2,249 - Forks: 474

SegmentationBLWX/sssegmentation

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

Language: Python - Size: 4.29 MB - Last synced at: 7 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: 9 days ago - Pushed at: 8 months ago - Stars: 8,787 - Forks: 2,695

floe/backscrub

Virtual Video Device for Background Replacement with Deep Semantic Segmentation

Language: C++ - Size: 14.6 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 738 - Forks: 87

NRCan/geo-deep-learning

Deep learning applied to georeferenced datasets

Language: Python - Size: 119 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 166 - Forks: 54

ekzhang/fastseg

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Language: Python - Size: 957 KB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 350 - Forks: 33

Mqtth3w/pixel-level-segmentation-in-pets-unipr

UNet and DeepLabV3 for instance segmentation. Starting from a rgb image of a pet the network should output a segmentation mask of the pet. Deep Learning and Generative Models' practical project developed in 2025.

Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

XiaoMi/mace-models

Mobile AI Compute Engine Model Zoo

Language: Python - Size: 5.96 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 376 - Forks: 73

Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

Language: Python - Size: 242 KB - Last synced at: 1 day 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

kdmayer/3D-PV-Locator

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

Language: Python - Size: 28.6 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 8

speedinghzl/pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

Language: Python - Size: 448 KB - Last synced at: 16 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: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

Kamugg/ImaginAItion

ImaginAItion is a small app for image retrieval that I developed as the final project for the Multimedia Data Management course at the University of Bologna.

Language: Python - Size: 10.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

stmharry/dental-pano-ai

AI-powered diagnostic tool for automated dental assessments using panoramic radiographs (DPRs). Detects missing teeth, caries, implants, and more. 🏥🤖 Built with DeepLab and YOLO.

Language: Python - Size: 1.12 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

toelt-llc/cloud_segmentation_comparative

Officiel implementation of the paper "BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery"

Language: Jupyter Notebook - Size: 1.2 GB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 25 - Forks: 4

cainxx/image-segmenter-ios

Ios integrated deeplab model Implementation of the Semantic Segmentation

Language: Swift - Size: 7.78 MB - Last synced at: 27 days ago - Pushed at: over 6 years ago - Stars: 114 - Forks: 22

samson6460/tf2_Segmentation

Segmentation framework implemented in tensorflow 2 (tf.keras).

Language: Python - Size: 1.42 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 15 - Forks: 10

TangYong1975/deeplabv3-swintransformer

Language: Python - Size: 147 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 43 - Forks: 10

anxiangsir/urban_seg

Remotes Sensing Semantic Segmentation

Language: Python - Size: 31.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 431 - Forks: 139

Rubiksman78/Waifu_generator

Anime face generation: from simple GAN to GauGAN Conditional Generation

Language: Python - Size: 630 MB - Last synced at: 28 days ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 1

nikhilroxtomar/Human-Image-Segmentation-with-DeepLabV3Plus-in-TensorFlow

DeepLabV3+ with squeeze and excitation network for human image segmentation in TensorFlow 2.5.0

Language: Python - Size: 43.4 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 57 - Forks: 23

jordankzf/human-silhouette-extractor

Performance comparison of human silhouette extraction from videos by semantic segmentation with ResNet-101 compared to statistical background modelling.

Language: Python - Size: 599 KB - Last synced at: 11 days ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 6

zym1119/DeepLabv3_MobileNetv2_PyTorch

A PyTorch Implementation of MobileNetv2+DeepLabv3

Language: Python - Size: 89.2 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 152 - Forks: 31

PINTO0309/OpenVINO-DeeplabV3

[4-5 FPS / Core m3 CPU only] [11 FPS / Core i7 CPU only] OpenVINO+DeeplabV3+LattePandaAlpha/LaptopPC. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+Tensorflow v1.11.0+OpenCV3.4.3+PIL

Language: Python - Size: 93.1 MB - Last synced at: 21 days ago - Pushed at: almost 6 years ago - Stars: 45 - Forks: 14

KimRass/DeepLabv3

PyTorch implementation of 'DeepLabv3' (Chen et al., 2018) and training it on VOC 2012

Language: Python - Size: 74.1 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

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

mamunul/CoreMLExamples

This repository contains sample implementation of models available from iOS developer site.

Language: Swift - Size: 168 KB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 0

yjg30737/pyqt-remove-background-from-image

Python desktop app example of remove background from image with OpenCV, PyTorch

Language: Python - Size: 5.34 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

matteo-stat/multi-task-learning-object-detection-semantic-segmentation

A multi task neural network implemented from scratch, performing object detection with SSD and semantic segmentation with DeeplabV3+ simultaneosly!

Language: Jupyter Notebook - Size: 70 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

dontLoveBugs/Deeplab_pytorch

All version of deeplab implemented in Pytorch

Language: Python - Size: 117 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 60 - Forks: 11

ENSTA-U2IS-AI/DeepLabV3Plus-MUAD-Pytorch

Deeplab V3+ on the MUAD dataset

Language: Python - Size: 12.7 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 1

yisun98/SOLC

Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类

Language: Python - Size: 6.79 MB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 176 - Forks: 25

linksense/LightNet

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

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

m-rishab/AI-image-editor

A powerful web-based image editing tool that combines the capabilities of background removal and DALL-E image transformation in one intuitive interface.

Language: Python - Size: 210 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Burf/TFDetection

A Detection Toolbox for Tensorflow2

Language: Python - Size: 10.6 MB - Last synced at: about 3 hours ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 18

OPHoperHPO/image-background-remove-tool Fork of susheelsk/image-background-removal

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

Language: Python - Size: 112 MB - Last synced at: 7 months ago - Pushed at: 12 months ago - Stars: 1,348 - Forks: 265

matlab-deep-learning/pretrained-deeplabv3plus

DeepLabv3+ inference and training in MATLAB for Semantic Segmentation

Language: MATLAB - Size: 826 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 3

srihari-humbarwadi/DeepLabV3_Plus-Tensorflow2.0

DeepLabV3+ implemented in TensorFlow2.0

Language: Jupyter Notebook - Size: 133 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 168 - Forks: 45

rana-elfakharany/Energy-Efficient-Cloud-Detection

Cloud Detection on Satellites Using Deep Learning

Language: Python - Size: 37.1 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

vardanagarwal/seg_mask_modifs

Easily perform segmentation using different models and perform different operations on the mask.

Language: Python - Size: 269 KB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

rishizek/tensorflow-deeplab-v3

DeepLabv3 built in TensorFlow

Language: Python - Size: 392 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 286 - Forks: 102

Yiyun-Liang/cityscapes-segmentation

Experiments of different pretext task on semantic segmentation and future frame prediction

Language: Jupyter Notebook - Size: 58.5 MB - Last synced at: 28 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

athanatos96/Complex-CNN-DeepLab-v3-with-STFT-for-audio-denoising

Paper Name: Complex Convolution Neural Network model (Complex DeepLab v3) on STFT time-varying frequency components for audio denoising Creating a Complex Deep Lab v3 model for audio denoising using STFT complex mask Dataset from: https://datashare.is.ed.ac.uk/handle/10283/2791

Language: Jupyter Notebook - Size: 227 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

phkhanhtrinh23/qgis_object_detection

This is a smart QGIS Plugin for annotating images.

Language: Python - Size: 33.2 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

KudoKhang/DeepLabV3

DeepLabv3 + backbone ResNet101 for semantic segmentation

Language: Python - Size: 1.67 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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

heydarimo/Segmentation-Using-DeepLab

Deep learning based semantic segmentation Using the Deeplab.

Language: Jupyter Notebook - Size: 3.86 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

sarthak-chakraborty/Image-Segmentation-UNET-DeepLab

Image Segmentation on 3 popular datasets using Unet and DeepLab model

Language: Jupyter Notebook - Size: 9 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

mberkay0/clothing-segmentation

Clothing segmentation with DeepLabV3+

Language: Jupyter Notebook - Size: 2.73 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 10

EhsanR47/semantic-segmentation

semantic-segmentation

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

satlawa/edin_thinning_necessity

Detection of the necessity of thinnings using aerial data sources and deep neural networks

Language: Jupyter Notebook - Size: 22.1 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Gauravv97/CameraBlur

Android app for blurring image background using machine learning

Language: Java - Size: 102 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 58 - Forks: 23

Sarvandani/Computer_Vision_Image_Segmentation_people_running

Image segmentation with pre-trained models of DeepLabV3 and Mask R-CNN

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Shiva18A/Image_Segmentation

Performance of various image segmentation models.

Language: Jupyter Notebook - Size: 8.01 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

stupidcucumber/DeepLabV3-CelebHQ

Trained Torch version of the DeepLab on the CelebHQ.

Language: Python - Size: 265 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

peter0083/DeepDeco

Generate customizable interior design images with sketches and text description.

Language: Jupyter Notebook - Size: 715 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 4

milleniums/High-Resolution-Remote-Sensing-Semantic-Segmentation-PyTorch

PyTorch实现高分遥感语义分割（地物分类）

Language: Python - Size: 562 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 381 - Forks: 80

SinaRaoufi/SenseTheRoad

Road detection using DeepLabv3 segmentation model

Language: Python - Size: 1000 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

ponderbb/multitask-mayhem

Multi-task learning with adapted torchvision models (SSD, FasterRCNN, DeepLabv3) using Lightning-AI

Language: Python - Size: 4.15 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

omarmhaimdat/segmentation_api

Semantic and Instance Segmentation on iOS Using a Flask API — DeepLabV3+ and Mask R-CNN

Language: Swift - Size: 4.68 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3

sujims22/Semantic_Segmentation_Cracks

This project employs CNN and transformer models for semantic segmentation of building damage in Mexico City's 2017 earthquake, using annotated imagery to identify features like cracks and exposed rebar.

Language: Jupyter Notebook - Size: 105 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Junjun2016/COCO-Stuff_benchmark

COCO-Stuff Benchmark

Language: Python - Size: 16.4 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

lambdavi/SatDrive-SegFL

MLDL '23 Project: Federated Learning and Semantic Segmentation for Autonomous Driving and Satellite Images Segmentation

Language: Python - Size: 940 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

eveningdong/DeepLabV3-Tensorflow

Reimplementation of DeepLabV3

Language: Python - Size: 251 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 286 - Forks: 98

sujaykhandekar/Automated-objects-removal-inpainter

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos

Language: Python - Size: 1.77 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 160 - Forks: 29

IamShubhamGupto/BandNet

BandNet: an architecture for water segmentation for localized regions

Language: Jupyter Notebook - Size: 10 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

john-fante/segment-medical-instrument

Segment Medical Instrument, DeepLabv3+(Dice: 0.86)

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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

ibaiGorordo/Deeplab-Cityscapes-inference

Python program to visualize Deeplab (trained on Cityscapes dataset) results.

Language: Python - Size: 2.45 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 4 - 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

jnkl314/DeepLabV3FineTuning

Semantic Segmentation : Multiclass fine tuning of DeepLabV3 with PyTorch

Language: Python - Size: 2.84 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 29 - Forks: 8

Robinatp/Deeplab_Tensorflow

DeepLab: Deep Labelling for Semantic Image Segmentation

Language: Python - Size: 2.33 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 3

chenxi116/DeepLabv3.pytorch

PyTorch implementation of DeepLabv3

Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 249 - Forks: 50

Mattizza/FL-project

Code regarding the Semantic Segmentation in Federated Learning project for the Machine Learning and Deep Learning 2022/2023 project.

Language: Python - Size: 665 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Chinnu1103/Lane-Extraction-from-Grass-Surfaces

A model to extract lanes from an image using semantic segmentation.

Language: Jupyter Notebook - Size: 51.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

lleviraz/urban_segmentation

Urban segmentation on multi channel satellite images to identify Residential and Industrial built up areas

Language: Jupyter Notebook - Size: 158 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

parthkvv/Deeplabv3

DeepLabv3 on PascalVOC 2012 dataset

Language: Python - Size: 140 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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

itdxer/deeplab

Deeplab v3 for Semantic Segmentation in NeuPy and Tensorflow

Language: Python - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

673958639/Convolutional-Neural-Network-for-Brain-Lesion-Segmentation-in-MRI-Images

In this work, four popular deep convolutional neural networks (U-NET, DeepLab, FCN and SegNet) for image segmentation are constructed and compared. This comparison reveals the tradeoff between achieving effective segmentation and segmentation accuracy. Using deep learning, specifically convolutional neural network methods, to build and train models

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0