LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
☆724Feb 23, 2020Updated 6 years ago
Alternatives and similar repositories for LightNet
Users that are interested in LightNet are comparing it to the libraries listed below
Sorting:
- LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation☆245Mar 24, 2020Updated 5 years ago
- RTSeg: Real-time Semantic Segmentation Comparative Study☆595Nov 22, 2022Updated 3 years ago
- Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!☆812Feb 16, 2021Updated 5 years ago
- ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation☆544Jun 30, 2023Updated 2 years ago
- Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset☆5,062Jan 15, 2024Updated 2 years ago
- Semantic Segmentation Architectures Implemented in PyTorch☆3,410Oct 11, 2023Updated 2 years ago
- A CV toolkit for my papers.☆2,048Dec 21, 2024Updated last year
- implementation for paper "ShelfNet for fast semantic segmentation"☆252Feb 27, 2021Updated 5 years ago
- Light-Weight RefineNet for Real-Time Semantic Segmentation☆741Jun 21, 2022Updated 3 years ago
- This repository contains the reference implementation for our proposed Convolutional CRFs.☆567Nov 9, 2020Updated 5 years ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,484Mar 19, 2021Updated 5 years ago
- PyTorch Implementations for DeeplabV3 and PSPNet☆777Feb 20, 2020Updated 6 years ago
- In-Place Activated BatchNorm for Memory-Optimized Training of DNNs☆1,334Jul 8, 2025Updated 8 months ago
- Dual Attention Network for Scene Segmentation (CVPR2019)☆2,457Dec 23, 2024Updated last year
- Dilated Residual Networks☆1,104Mar 9, 2020Updated 6 years ago
- CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]☆276Feb 16, 2022Updated 4 years ago
- Understanding Convolution for Semantic Segmentation☆611Oct 26, 2021Updated 4 years ago
- FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.☆845Nov 20, 2020Updated 5 years ago
- PyTorch for Semantic Segmentation☆1,739Oct 25, 2019Updated 6 years ago
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- DenseASPP for Semantic Segmentation in Street Scenes☆360Aug 11, 2021Updated 4 years ago
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,221Feb 16, 2021Updated 5 years ago
- Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch☆462Mar 9, 2020Updated 6 years ago
- A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.☆2,819Sep 5, 2019Updated 6 years ago
- Code for the Lovász-Softmax loss (CVPR 2018)☆1,407Apr 12, 2024Updated last year
- Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018☆1,421Nov 2, 2021Updated 4 years ago
- The code of Switchable Normalization for object detection based on Detectron.pytorch.☆78Jul 26, 2018Updated 7 years ago
- Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!☆2,525Apr 22, 2021Updated 4 years ago
- ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018☆608Apr 15, 2022Updated 3 years ago
- Pytorch for Segmentation☆414Jul 19, 2019Updated 6 years ago
- Resources of semantic segmantation based on Deep Learning model☆1,105Mar 10, 2021Updated 5 years ago
- Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation☆486Jan 8, 2020Updated 6 years ago
- PyTorch Implementation of Stacked U-Nets (SUNets)☆153Nov 27, 2018Updated 7 years ago
- Detectorch - detectron for PyTorch☆559Oct 30, 2018Updated 7 years ago
- Pytorch code for semantic segmentation using ERFNet☆442Dec 5, 2019Updated 6 years ago
- Codes for paper "Mask Scoring R-CNN".☆1,903Nov 6, 2020Updated 5 years ago
- ShuffleNet-V2 for both PyTorch and Caffe.☆505Aug 9, 2018Updated 7 years ago
- Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset…☆633Mar 21, 2021Updated 4 years ago
- pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet☆704Mar 27, 2020Updated 5 years ago