deeplab-v3-plus | Topic | Ecosyste.ms: Repos

Topic: "deeplab-v3-plus"

qubvel-org/segmentation_models.pytorch

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

Language: Python - Size: 14.9 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 10,440 - Forks: 1,739

jfzhang95/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

Language: Python - Size: 917 KB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 2,961 - Forks: 780

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

SamsungLabs/fbrs_interactive_segmentation

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

Language: Jupyter Notebook - Size: 16.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 559 - Forks: 93

nyoki-mtl/pytorch-segmentation

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

Language: Python - Size: 14.9 MB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 389 - Forks: 66

linksense/LightNetPlusPlus

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

Language: Python - Size: 64.6 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 243 - Forks: 54

srihari-humbarwadi/DeepLabV3_Plus-Tensorflow2.0

DeepLabV3+ implemented in TensorFlow2.0

Language: Jupyter Notebook - Size: 133 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 168 - Forks: 45

GeneralLi95/deepglobe_land_cover_classification_with_deeplabv3plus

DeepGlobe Land Cover Classification Challenge遥感影像语义分割

Language: Python - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 160 - Forks: 32

gengyanlei/segmentation_pytorch

semantic segmentation pytorch 语义分割

Language: Python - Size: 298 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 122 - Forks: 30

sercant/mobile-segmentation

Real-time semantic image segmentation on mobile devices

Language: Python - Size: 2.74 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 110 - Forks: 20

songdejia/DeepLab_v3_plus

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

Language: Python - Size: 1.94 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 88 - Forks: 20

mhashas/Document-Image-Unwarping-pytorch

Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"

Language: Python - Size: 732 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 84 - Forks: 16

LeslieZhoa/tensorflow-deeplab_v3_plus

图像分割算法deeplab_v3+，基于tensorflow，中文注释，摄像头可用

Language: Python - Size: 2.53 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 82 - Forks: 30

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

srihari-humbarwadi/person_segmentation_tf2.0

Using deepLabv3+ to segment humans

Language: Python - Size: 79.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 58 - Forks: 12

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: about 1 month ago - Pushed at: over 3 years ago - Stars: 57 - Forks: 23

emptysoal/tensorrt-experiment

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

Language: Python - Size: 92 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 42 - Forks: 4

lizhengwei1992/mobilenetv2_deeplabv3_pytorch

Try to implement deeplab v3+ on pytorch according to offical demo.

Language: Python - Size: 12.5 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 42 - Forks: 7

Kazuhito00/Skin-Clothes-Hair-Segmentation-using-SMP

3クラス(肌、服、髪)のセマンティックセグメンテーションを実施するモデル(A model that performs semantic segmentation of 3 classes(skin, clothes, hair))

Language: Jupyter Notebook - Size: 101 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 40 - Forks: 5

rezazad68/transdeeplab

TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Language: Python - Size: 913 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 9

rezazad68/AttentionDeeplabv3p

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation

Language: Python - Size: 770 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 11

saadwazir/HistoSeg

HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This repo contains the code to Test and Train the HistoSeg

Language: Python - Size: 22.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 23 - Forks: 5

CYBORG-NIT-ROURKELA/Improving_Semantic_segmentation

optimising the segmentation process in Deep Convolutional Neural Networks by solving the anomaly due to fine edges

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 23 - Forks: 0

MortenTabaka/Semantic-segmentation-of-LandCover.ai-dataset

An implementation of Deeplabv3plus in TensorFlow2 for semantic land cover segmentation

Language: Python - Size: 132 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 8

mukund-ks/DeepLabV3Plus-PyTorch

A DeepLab V3+ Model with ResNet 50 Encoder to perform Binary Segmentation Tasks. Implemented with PyTorch.

Language: Python - Size: 4.78 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

mukund-ks/DeepLabV3-Segmentation

A DeepLab V3+ Model with choice of Encoder for Binary Segmentation. Implemented with Tensorflow.

Language: Python - Size: 5.63 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 15 - Forks: 3

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

Chen-Dixi/SemanticSegmentation

在Cityscapes数据集上的PyTorch语义分割实践

Language: Python - Size: 3.73 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 15 - Forks: 0

RolandGao/PyTorch_DeepLab

Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.

Language: Python - Size: 115 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

f1recracker/pytorch-deeplab-v3-plus

Pytorch implementation of DeepLab V3+

Language: Python - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 1

ucuapps/LIDChallenge2020-NoPeopleAllowed

A 3rd place solution for LID Challenge at CVPR 2020 on Weakly Supervised Semantic Segmentation

Language: Python - Size: 3.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 5

ArronHZG/segmentation-pytorch

Language: Python - Size: 24.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 0

mhashas/Document-Image-Unwarping-tensorflow

Tensorflow implementation and extension of DocUnet: Document Image Unwarping via A Stacked U-Net

Language: Python - Size: 689 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 4

jahongir7174/DeepLab-tf

DeepLabV3+ Implementation using TensorFlow 2

Language: Python - Size: 9.77 KB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1

LucPle/Railsem19-segmentation-with-DeepLabV3Plus

Semantic segmentation with railsem19 conducted in advance to carry out detecting railway-related objects performed by the KRRI.

Language: Python - Size: 861 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 1

CedricCaruzzo/pannuke-segmentation

An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive web app for easy data visualization and handling, making AI tools accessible even for non-experts. This project provides a foundation for training and exploring histopathology data.

Language: Python - Size: 107 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 4

KostasStefanidis/Semantic-Segmentation

Semantic Segmentation for Urban Scene understanding - Cityscapes dataset

Language: Python - Size: 3.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

xadrianzetx/coral-deeplab

Coral Edge TPU compilable version of DeepLab V3

Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

nikhilroxtomar/Remove-Background-from-Video-using-TensorFlow

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

Language: Python - Size: 20 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

VikramShenoy97/Naive-Background-Style-Transfer

An algorithm to transform the background of an Image to a user specified style.

Language: Python - Size: 59.4 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

massimilianoviola/semantic-segmentation-cityscapes

Semantic Segmentation on Cityscapes using Segmentation Models Pytorch

Language: Python - Size: 12.9 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

nicolaloi/Deep-Learning-for-Autonomous-Driving

Multi-task learning for semantics and depth, 3D Object Detection from Lidar Point Clouds. Graded projects for the ETH course "Deep Learning for Autonomous Driving".

Size: 4.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

ryan-air/Image-Segmentation-DeepLabV3Plus

In this project, I developed and trained a model that uses the Deep Lab V3 Plus architecture for image segmentation — trained particularly on human figures (faced, bodies, et cetera). The model as well as the code to run the model has been provided.

Language: Python - Size: 332 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

sachsbl/segmental

Dockerized Semantic Image Segmentation service using Tensorflow, Keras, and DeepLabv3+

Language: Python - Size: 9.71 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

jahongir7174/DeepLab-pt

DeepLabV3 plus implementation using PyTorch

Language: Python - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

cnr-isti-vclab/DeeplabV3-for-Corals

This code is part of a bigger project about the semantic segmentation of coral reefs for ecological monitoring.

Language: Python - Size: 761 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

freedomtan/deeplabv3_tflite_for_nnapi_delegate

DeepLab V3 TFLite models that be fully delegated to NNAPI

Size: 6.4 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

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

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

farhan1503001/Satelite-Image-Segmentation

Repository containing necessary codes for satellite image preprocessing and running segmentation models

Language: Jupyter Notebook - Size: 11 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

jesus255221/semantic_segmentation_benchmark

A semantic segmentation benchmark framework

Language: Python - Size: 224 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 2

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: 3 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

Daniyar1239/Human-face-semantic-segmentation

A semantic segmentation for a human parsing task in Tensorflow Python

Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

carlosgorlongaiatto/VCS_Project

Multi-scale patch-wise semantic segmentation of satellite images using U-Net architecture.

Language: Jupyter Notebook - Size: 21 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 2

skywardpixel/deeplab-v3-plus 📦

A PyTorch implementation of the DeepLab-v3+ model under development. This is basically a subset of a clone of the pytorch-deeplab-xception repo authored by @jfzhang95. This repo is intended for further research on instance-level semantic segmentation.

Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

NickS0kolov/Telegram-bot-for-background-removal

This project focuses on creating a model for segmenting people in images using the EasyPortrait: Face Parsing & Portrait Segmentation dataset.

Language: Jupyter Notebook - Size: 60.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

UtsvGrg/CVLab_MMSegmentation

A guide to use MMSegmentation to develop and benchmark different models on custom dataset.

Language: Python - Size: 5.46 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lbwei1016/2023-AI-Final-Project

Enhanced Image Segmentation with Iterative Image Inpainting

Language: Python - Size: 1.79 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

crmauceri/rgbd_deeplab Fork of jfzhang95/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch supporting RGBD input

Language: Jupyter Notebook - Size: 281 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Oktovivian/Hotspot-Segmentation-in-Whole-Body-Bone-Scans-for-Cancer-Metastasis-Detection-

This study focuses on the performance of U-Net++ for hotspot segmentation on bone scan images. This code is proprietary and is shared for reference purposes only. It may not be used, modified, or distributed without explicit permission from the author.

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0