851 Open source projects that are alternatives of or similar to Nas Segm Pytorch

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

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

AttaNet for real-time semantic segmentation.

Fully Convolutional HarDNet for Segmentation in Pytorch

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

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

Implementation details for EDANet

SOTA Semantic Segmentation Models in PyTorch

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

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.)

Understanding Convolution for Semantic Segmentation

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

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

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

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

HyperSeg - Official PyTorch Implementation

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

Pytorch code for semantic segmentation using ERFNet

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

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

Real-Time 3D Semantic Reconstruction from 2D data

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

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

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

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

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

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

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

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

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

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)

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

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

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

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

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

Official PyTorch implementation of SegFormer

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

PSPNet in Chainer

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

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

real-time network architecture for mobile devices and semantic segmentation

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

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Semantic segmentation on iPhone using ESPNetv2

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

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

AutoML frAmework for Neural Networks

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Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

a tensorflow implement of refinenet ,RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

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🔅 Ray tracing library for Vulkan API (indev)

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

A general, modular, and programmable architecture search framework

RefineNet-101 VOC in PyTorch

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