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191 search results found

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.

Simplecv ⭐ 48

Simplify training, evaluation, prediction in Pytorch

[CVPR 2022 Oral] Official PyTorch implementation of FIFO

This is the official pytorch implementation of "Leveraging Hidden Positives for Unsupervised Semantic Segmentation" (CVPR 2023).

Dubai Satellite Imagery Segmentation ⭐ 45

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

Deeplabv3plus ⭐ 44

deeplabv3plus2018:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Randla Net Pytorch ⭐ 44

🍀 Pytorch Implementation of RandLA-Net (https://arxiv.org/abs/1911.11236)

Chainer Fcis ⭐ 43

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

Mask_rcnn_ros ⭐ 43

The ROS Package of Mask R-CNN for Object Detection and Segmentation

Chainer Segnet ⭐ 42

SegNet implementation & experiments in Chainer

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

Semantic Segmentation Pytorch ⭐ 42

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

🍀 Official pytorch implementation of "ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. Wu et al. ICCV 2021."

Segmentation ⭐ 35

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.

Lidar Annotation Is All You Need ⭐ 34

2D road segmentation using lidar data during training

Pixano Elements ⭐ 33

Pixano Elements - Re-usable web components dedicated to data annotation tasks.

Caffe fork that supports CRF-RNN

Datagym Core ⭐ 32

Open source annotation and labeling tool for image and video assets

Dlcv2018spring ⭐ 32

Deep Learning for Computer Vision (CommE 5052) in NTU

Bmw Intelopenvino Segmentation Inference Api ⭐ 31

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

Foggysynscapes ⭐ 30

Semantic Understanding of Foggy Scenes with Purely Synthetic Data

Pyconvsegnet ⭐ 30

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Sacomputervisionmachinelearning ⭐ 29

Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program

Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]

Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022

SGSN: Supervised Generative Segmentation Network for semantic segmentation for all-day outdoor robot navigation

Multiresunet ⭐ 26

MultiResUNet implementation in PyTorch; MultiResUNet: Rethinking the U-Net Architecture for Multimodal

DDANet: Dual Decoder Attention Network for automatic Polyp Segmentation [International Conference on Pattern Recognition 2021]

Omnidirectional Synthetic image generator for Computer Vision

Drn Mxnet ⭐ 25

Dense Relation Network: Learning Consistent and Context-Aware Representation For Semantic Image Segmentation. Modification of DRN source code

Pixano App ⭐ 24

Pixano App is a web-based smart-annotation tool for computer vision applications.

Blob_loss ⭐ 24

blob loss example implementation

Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].

Fredsnet ⭐ 23

Code to test FreDSNet: Frequential Depth estimation and Semantic segmentation Network

Midv 500 Models ⭐ 23

Model for document segmentation trained on the midv-500-models dataset.

Regionproxy ⭐ 23

[CVPR22] Official codebase of Semantic Segmentation by Early Region Proxy.

Tf_semanticsegmentation ⭐ 22

Semantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.

PyTorch's Semantic Segmentation Toolbox

Mask Rcnn Tf2.7.0 Keras2.7.0 ⭐ 21

Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0

Semantic Superpoint ⭐ 21

Official implementation of Semantic SuperPoint (LARS-2022): https://arxiv.org/abs/2211.01098

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

Cv 3315 Is All You Need ⭐ 21

CV′3315 Is All You Need – Semantic Segmentation Course Competition @ The University of Adelaide

Labeled human instances (5711 images)

Segments Ai ⭐ 20

Segments.ai Python SDK

Wasr_network ⭐ 19

WaSR Segmentation Network for Unmanned Surface Vehicles v0.5

Aerial Segmentation ⭐ 19

Scripts to process aerial imagery

Night_image_semantic_segmentation ⭐ 18

ICIP 2019 : This is the official github repository for the paper "What's There in The Dark" accepted in IEEE International Conference in Image Processing 2019 (ICIP19) , Taipei, Taiwan.

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Land Cover Semantic Segmentation Pytorch ⭐ 18

🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

Iglovikov_segmentation ⭐ 18

Semantic segmentation pipeline using Catalyst.

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Semantic Segmentation ⭐ 16

Realtime Semantic Segmentation (ICNet) for Self-Driving Vehicles

Label Fusion ⭐ 15

Volumetric Fusion of Multiple Semantic Labels and Masks

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Pclsegmentation ⭐ 14

Tensorflow 2.9 Pipeline for Semantic Point Cloud Segmentation with SqueezeSeqV2, Darknet21 and Darknet53.

🍀 Official pytorch implementation of "D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation. Wu et al. ECCV 2022."

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

3d Semantic Segmentation For Scene Parsing ⭐ 13

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

Casapose ⭐ 13

CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)

Unsupervised condition-level adaptation for semantic segmentation

Landcover Orinoquia ⭐ 12

Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project

Semantics_segmentation_of_urban_environments ⭐ 12

Image segmentation for self-driving car. Based on Cityscapes dataset.

Fuzzyremotesensingsegmentation ⭐ 12

Fuzzy based segmentation of remotely sensed images using an Adaptive Neuro Fuzzy Inference System (ANFIS).

Conditional Random Fields

Pretrained Salsanext ⭐ 12

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

Ilm Assl ⭐ 12

Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

Enet Scannet ⭐ 11

ENet for 2D semantic segmentation in ScanNet

Domain Adaptation for Semantic Segmentation at Nighttime

Models for Remote Sensing

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

Autopanoptic ⭐ 10

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

Morton Net ⭐ 9

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

Tensorflow Advanced Techniques Specialization ⭐ 9

Tensorflow Advanced Technique Specialization

Pytorch U Net Segmentation ⭐ 9

Semantic Segmentation Using U-Net Architecture

Deeplabv3plus Muad Pytorch ⭐ 8

Deeplab V3+ on the MUAD dataset

Adversarial_structure_matching ⭐ 8

Adversarial Structure Matching for Structured Prediction Tasks

This is the official implementation of "Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation".

Machine Learning Paper Notes ⭐ 7

This repository contains my notes for the research papers that I read for anyone to briefly glance over the details.

Semantic_mapping ⭐ 6

Sharing semantic infromation for grounded robots and any kind of other agents requiring semantic information without computational overhead or perspective performance loss

Contains my assignments and labs for Udacity's Self-Driving Car Engineer nanodegree

3d Object Detection ⭐ 6

Indoor Semantic Segmentation

Semantic Segmentation U Net ⭐ 6

Semantic Segmentation based on U-Net Architecture and "RGB-Padding"

Dl Tutorials ⭐ 6

This repository contains demonstrations done with deep learning computer vision models.

Semanticsegmentation ⭐ 6

在Cityscapes数据集上的PyTorch语义分割实践

Bridge Damage Segmentation ⭐ 5

A hierarchical semantic segmentation framework for computer-vision-based bridge column damage detection

Atrain Cloudseg ⭐ 5

Official GitHub repository for the A-Train Cloud Segmentation Dataset.

Flying Guide Dog ⭐ 5

Official implementation of "Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation", IEEE ROBIO 2021

Subway Station Hazard Detection ⭐ 5

This project is part of the CS course 'Systems Engineering Meets Life Sciences II' at Goethe University Frankfurt. In this Computer Vision project, we developed a first prototype of a security system which uses the surveillance cameras at subway stations to recognize dangerous situations. The training data was artificially generated by a Unity-based simulation.

Dlcv2018spring ⭐ 5

Deep Learning for Computer Vision at National Taiwan University, 2018 Spring (1st place at final competition)

Spatio Temporal Ms Lesion Segmentation ⭐ 5

Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

[AAAI 2024] UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning

Uav Segmentation Scripts ⭐ 5

Collection of scripts for preparation of datasets for semantic segmentation of UAV images

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