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Projects in Awesome Lists tagged with semantic-segmentation

A curated list of projects in awesome lists tagged with semantic-segmentation .

https://github.com/oarriaga/paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

emotion-recognition face-recognition instance-segmentation keypoint-estimation object-detection pose-estimation semantic-segmentation

Last synced: 02 Aug 2024

https://github.com/SimonKohl/probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

generative-models neurips neurips-2018 nips nips-2018 semantic-segmentation u-net variational-autoencoders variational-inference

Last synced: 07 Aug 2024

https://github.com/sacmehta/ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

convolutional-neural-networks edge-devices real-time semantic-segmentation

Last synced: 03 Aug 2024

https://sacmehta.github.io/ESPNet/

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

convolutional-neural-networks edge-devices real-time semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/VITA-Group/FasterSeg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

cityscapes latency neural-architecture-search pytorch semantic-segmentation tensorrt

Last synced: 07 Aug 2024

https://github.com/xiaoyufenfei/LEDNet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

cityscape-dataset computer-vision lednet pytorch real-time semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/hfslyc/AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

adversarial-learning computer-vision deep-learning pytorch semantic-segmentation semi-supervised-learning

Last synced: 31 Jul 2024

https://github.com/charlesCXK/TorchSemiSeg

[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

cvpr2021 semantic-segmentation semi-supervised-learning semi-supervised-segmentation

Last synced: 01 Aug 2024

https://github.com/zllrunning/face-makeup.PyTorch

Lip and hair color editor using face parsing maps.

face-parsing lipstick makeup semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/luyanger1799/Amazing-Semantic-Segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

computer-vision deep-learning keras-tensorflow semantic-segmentation tensorflow

Last synced: 01 Aug 2024

https://github.com/ZwwWayne/K-Net

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

image-segmentation mmdetection mmsegmentation panoptic-segmentation pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/Alpha-VL/ConvMAE

ConvMAE: Masked Convolution Meets Masked Autoencoders

backbone computer-vision mae masked-image-modeling object-detection semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/sacmehta/ESPNetv2

A light-weight, power efficient, and general purpose convolutional neural network

cnn convolutional-neural-networks deep-learning efficient imagenet lightweight machine-learning pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/lhoyer/DAFormer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

cvpr2022 semantic-segmentation transformer unsupervised-domain-adaptation

Last synced: 03 Aug 2024

https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 03 Aug 2024

https://github.com/Eromera/erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

cityscapes erfnet pytorch segmentation semantic semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

deeplabv3 deeplabv3plus fpn pspnet pytorch semantic-segmentation unet

Last synced: 03 Aug 2024

https://github.com/wpf535236337/real-time-network

real-time network architecture for mobile devices and semantic segmentation

efficient-networks lightweightnetwoks mobile-networks neural-architecture-search pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/achaiah/pywick

High-level batteries-included neural network training library for Pytorch

classification deep-learning neural-networks pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/yanx27/2DPASS

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

deep-learning knowledge-distillation lidar-point-cloud nuscenes pytorch semantic-segmentation semantickitti

Last synced: 31 Jul 2024

https://github.com/yassouali/CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

computer-vision semantic-segmentation semi-supervised-learning

Last synced: 01 Aug 2024

https://github.com/TiagoCortinhal/SalsaNext

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

3d-lidar-data bayesian-network decoder encoder jaccard lidar lidar-point-clouds semantic-segmentation semantickitti

Last synced: 31 Jul 2024

https://github.com/sshuair/torchsat

πŸ”₯TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 01 Aug 2024

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/visinf/1-stage-wseg

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

cvpr2020 semantic-segmentation weakly-supervised-learning

Last synced: 01 Aug 2024

https://github.com/dvlab-research/Stratified-Transformer

Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)

cvpr2022 point-cloud semantic-segmentation transformer

Last synced: 31 Jul 2024

https://github.com/Tramac/Lightweight-Segmentation

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

lightweight network-analysis real-time semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 26 Sep 2024

https://github.com/itijyou/ademxapp

Code for https://arxiv.org/abs/1611.10080

cityscapes resnet-38 semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/ekzhang/fastseg

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

aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/Junjue-Wang/LoveDA

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

domain-adaptation pytorch remote-sensing semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/zhangyp15/OccFormer

[ICCV 2023] OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction

autonomous-driving multi-camera occupancy-prediction semantic-scene-completion semantic-scene-understanding semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/LiheYoung/SenseEarth2020-ChangeDetection

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

change-detection remote-sensing-image satellite-images semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/1044197988/Semantic-segmentation-of-remote-sensing-images

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crf image-segmentation iou keras loss semantic-segmentation tensorflow unet

Last synced: 02 Aug 2024

https://github.com/unmannedlab/RELLIS-3D

RELLIS-3D: A Multi-modal Dataset for Off-Road Robotics

3d-segmentation dataset image-segmentation lidar off-road ros-bag semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/ViTAE-Transformer/SAMRS

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

dataset deep-learning pre-training remote-sensing sam segment-anything-model semantic-segmentation transfer-learning

Last synced: 31 Jul 2024

https://github.com/wutianyiRosun/CGNet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

camvid cityscapes pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

deep-learning image-visualization instance-segmentation object-detection semantic-segmentation

Last synced: 01 Oct 2024

https://github.com/JiayuZou2020/DiffBEV

Official PyTorch implementation for a conditional diffusion probability model in BEV perception

3d-detection bev-perception diffusion-models semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/oandrienko/fast-semantic-segmentation

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

icnet pspnet semantic-segmentation tensorflow

Last synced: 05 Aug 2024

https://github.com/wkentaro/fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

chainer computer-vision convolutional-networks deep-learning fcn fcn8s segmentation semantic-segmentation

Last synced: 01 Oct 2024

https://github.com/Jittor/JSeg

JSeg is a Semantic segmentation toolbox based on MMSegmentation and Jittor

deep-learning jittor segnext semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/lannguyen0910/food-recognition

πŸ”πŸŸπŸ— Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation πŸžπŸ–πŸ•

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/DmitryRyumin/ICASSP-2023-24-Papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

asr denoising domain-adaptation face-recognition generative-models icassp icassp2023 icassp2024 image-generation keyword-spotting language-modeling multimodal-learning music-generation self-supervised-learning semantic-segmentation signal-processing signal-restoration speech-recognition spoken-language-understanding vad

Last synced: 05 Aug 2024

https://github.com/dvlab-research/LargeKernel3D

LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs (CVPR 2023)

3d nuscenes object-detection scannet semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/janghyuncho/PiCIE

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

self-supervised-learning semantic-segmentation unsupervised-clustering unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/ArtyZe/yolo_segmentation

image (semantic segmentation) instance segmentation by darknet or yolo

darknet segmentation-image semantic-segmentation yolo

Last synced: 02 Aug 2024

https://github.com/yyliu01/ps-mt

[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

cvpr2022 semantic-segmentation semi-supervised-learning semi-supervised-segmentation

Last synced: 02 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 01 Aug 2024

https://github.com/mahmoudnafifi/WB_color_augmenter

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

cnn color-augmentation color-constancy color-correction computer-vision data-augmentation deep-learning deep-neural-network deeplearning iccv19 iccv2019 image-augmentation image-classification semantic-segmentation white-balance whitebalance

Last synced: 03 Aug 2024

https://github.com/yunlongdong/FCN-pytorch

Another pytorch implementation of FCN (Fully Convolutional Networks)

pytorch-implmention semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/Project-AgML/AgML

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Last synced: 03 Aug 2024

https://github.com/dvlab-research/Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

cvpr2021 semantic-segmentation semi-supervised-learning semi-supervised-segmentation

Last synced: 02 Aug 2024

https://github.com/neuronets/nobrainer

A framework for developing neural network models for 3D image processing.

machine-learning medical-imaging neuroimaging semantic-segmentation tensorflow

Last synced: 02 Aug 2024

https://github.com/Amsterdam-AI-Team/Urban_PointCloud_Processing

Repository for automatic classification and labeling of Urban PointClouds using data fusion and region growing techniques.

2d-data 3d-data classification data-fusion gis labelling lidar-point-cloud point-cloud segmentation semantic-segmentation topographic-maps

Last synced: 31 Jul 2024

https://github.com/nihalsid/ViewAL

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

active-learning deep-learning pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/voldemortX/DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

cifar cityscapes mixed-precision-training pascal-voc pytorch semantic-segmentation semi-supervised-learning tensorboard

Last synced: 03 Aug 2024

https://github.com/lyqun/FPConv

CVPR 2020, "FPConv: Learning Local Flattening for Point Convolution"

3d-convolutions 3d-vision cvpr2020 point-cloud point-convolution pytorch s3dis scannet scene-understanding semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/VSainteuf/utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

agriculture computer-vision deep-learning iccv iccv2021 panoptic-segmentation satellite-imagery self-attention semantic-segmentation sentinel-2

Last synced: 03 Aug 2024

https://github.com/hzhupku/SemiSeg-AEL

Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)

neurips-2021 semantic-segmentation semi-supervised-learning

Last synced: 02 Aug 2024

https://github.com/hugozanini/realtime-semantic-segmentation

Implementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js

computer-vision real-time-machine-learning semantic-segmentation tensorflow tensorflowjs

Last synced: 08 Aug 2024

https://github.com/JonasSchult/dcm-net

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

3d-deep-learning 3d-segmentation cvpr cvpr2020 dcm-net deep-learning scannet semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/xiaoaoran/SynLiDAR

SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

dataset domain-adaptation point-cloud semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/ViTAE-Transformer/MTP

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

change-detection classification deep-learning foundation-models object-detection pre-training remote-sensing semantic-segmentation transfer-learning

Last synced: 01 Aug 2024

https://github.com/twke18/SPML

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

computer-vision deep-learning metric-learning semantic-segmentation weakly-supervised-learning

Last synced: 31 Jul 2024

https://github.com/lyndonchan/hsn_v1

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

computational-pathology histopathology-images semantic-segmentation wsss

Last synced: 02 Aug 2024

https://github.com/VinAIResearch/Dataset-Diffusion

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

diffusion-models semantic-segmentation synthetic-dataset-generation

Last synced: 01 Aug 2024

https://github.com/SConsul/Global_Convolutional_Network

Pytorch implementation of GCN architecture for semantic segmentation

gcn gcn-architecture global-convolution-network pytorch-implmention semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/val-iisc/sketch-parse

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

deep-learning pytorch semantic-segmentation sketches

Last synced: 12 Aug 2024

https://github.com/pinto0309/tensorflowlite-unet

Implementation of UNet by Tensorflow Lite. Semantic segmentation without using GPU with RaspberryPi + Python. In order to maximize the learning efficiency of the model, this learns only the "Person" class of VOC2012. And Comparison with ENet.

enet python raspberrypi segmentation semantic-segmentation tensorflow tensorflowlite unet

Last synced: 03 Oct 2024

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 03 Oct 2024

https://github.com/MarcWong/UDD

Urban Drone Dataset(UDD) for "Large-scale Structure from Motion with Semantic Constraints of Aerial Images", PRCV2018

dataset drone-dataset semantic-segmentation

Last synced: 05 Aug 2024

https://github.com/MaybeShewill-CV/MNN-LaneNet

Lane detection model for mobile device via MNN project

deep-learning lane-detection mnn semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/chenqi1126/SIPE

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

cvpr cvpr2022 pytorch semantic-segmentation weakly-supervised-segmentation

Last synced: 03 Aug 2024

https://github.com/buni-rock/Pixie

Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling

bounding-boxes image-annotation image-labeling labeling-tool labelingsystem semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/IbrahimSobh/Segmentation

In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.

computer-vision deep-learning semantic-segmentation

Last synced: 02 Aug 2024