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32 search results found

Semanticsegmentation_dl ⭐ 983

Resources of semantic segmantation based on Deep Learning model

Really Awesome Semantic Segmentation ⭐ 397

A list of papers on Semantic Segmentation.

Panoptic Deeplab ⭐ 333

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)

Efficient Segmentation Networks ⭐ 323

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.)

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Enet Real Time Semantic Segmentation ⭐ 241

ENet - A Neural Net Architecture for real time Semantic Segmentation

[TPAMI 2022, NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging"

Fast_seg ⭐ 205

This repo provides ⚡ fast⚡ semantic segmentation models on CityScapes/Camvid DataSet by Pytorch

Octopus ⭐ 172

This repository contains code corresponding to the paper Learning to Reconstruct People in Clothing from a Single RGB Camera.

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Stereonet ⭐ 89

A customized implementation of the paper "StereoNet: guided hierarchical refinement for real-time edge-aware depth prediction"

Awesomecomputervision ⭐ 84

Awesome Computer Vision Resources

Auxilearn ⭐ 68

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

Deep Learning Papers Reading List ⭐ 65

Some Papers about Deep Learning especially Semantic Segmentation I have read

Fusionlane ⭐ 41

The source code of paper FusionLane

This repository contains code implementing the paper, Full Resolution Residual Networks for Semantic Segmentation in Street Scenes (FRRN) in Tensorflow.

Usss_iccv19 ⭐ 39

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Deepfluorolabeling Ipcai2020 ⭐ 39

Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042 or https://doi.org/10.1007/s11548-020-02162-7

Il Semsegm ⭐ 38

Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019

Multiagentperception ⭐ 30

Official source code to CVPR'20 paper, "When2com: Multi-Agent Perception via Communication Graph Grouping"

Awesome Domain Adaptation ⭐ 30

😎 A curated list of domain adaptation papers, datasets and other resources.

Implementation details for EDANet

Multiscale Adversarial Attention Gates ⭐ 24

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

Segmentation Paper Reading Notes ⭐ 24

segmentation paper reading notes

Weakly Supervised Medical Images Segmentation

Transparent Object Segmentation ⭐ 16

💎 Transparent objects such as windows and bottles made by glass widely exist in the real world. Segmenting transparent objects is challenging because these objects have diverse appearance inherited from the image background, making them had similar appearance with their surroundings.

Objectnet ⭐ 15

PyTorch implementation of "Pyramid Scene Parsing Network".

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Semanticsegmentationmodel ⭐ 15

River_ice_segmentation ⭐ 15

River ice segmentation with deep learning

Cool Papers In Pytorch ⭐ 12

Reimplementing cool papers in PyTorch...

100 Tiramisu Keras ⭐ 11

Keras implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

Neural Networks for Automated Driving

Kitti_scan_unfolding ⭐ 5

🐍 Python Implementation for KITTI Scan Unfolding

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