771 Open source projects that are alternatives of or similar to Dabnet

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

AttaNet for real-time semantic segmentation.

ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Official PyTorch implementation of SegFormer

HyperSeg - Official PyTorch Implementation

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

Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

lightweight and efficient cnn for semantic segmentation, my blog address:

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

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

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

SOTA Semantic Segmentation Models in PyTorch

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.

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

Pytorch code for semantic segmentation using ERFNet

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

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Real-Time 3D Semantic Reconstruction from 2D data

PSPNet in Chainer

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

This repository contains the source code of our work on designing efficient CNNs for computer vision

[CVPR 2021] Forecasting the panoptic segmentation of future video frames

Understanding Convolution for Semantic Segmentation

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

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

Multi-Task (Joint Segmentation / Depth / Surface Normas) Real-Time Light-Weight RefineNet

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

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

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

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

Fully Convolutional HarDNet for Segmentation in Pytorch

Implementation details for EDANet

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis

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

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR...) based on PyTorch 1.6 with mixed precision training

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

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

Semantic segmentation on iPhone using ESPNetv2

Virtual audio device, real-time encoder and SPDIF forwarder for macOS

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Deep learning applied to georeferenced datasets

Neural Style and MSG-Net

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

📚 A collection of papers about Referring Image Segmentation.

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

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

A non-sampling profiler purpose built to measure and optimize performance of ultra low latency/real time systems

Real time API latency analyzer - Create a PDF report and HDR histogram of your APIs

📰 A small module that implements GraphQL subscriptions for Node.js

MLton with Realtime GC and Threading features