VNetProstate MR Image Segmentation 2012
Stars: ✭ 54 (+0%)
HyperDenseNet pytorchPytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
Stars: ✭ 58 (+7.41%)
Efficient Segmentation NetworksLightweight 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.)
Stars: ✭ 579 (+972.22%)
FusionsegVideo Object Segmentation
Stars: ✭ 116 (+114.81%)
CaerHigh-performance Vision library in Python. Scale your research, not boilerplate.
Stars: ✭ 452 (+737.04%)
Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
Stars: ✭ 942 (+1644.44%)
Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
Stars: ✭ 3,575 (+6520.37%)
AlbumentationsFast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Stars: ✭ 9,353 (+17220.37%)
HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Stars: ✭ 124 (+129.63%)
Multiclass Semantic Segmentation CamvidTensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.
Stars: ✭ 67 (+24.07%)
Kaggle dstl submissionCode for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
Stars: ✭ 159 (+194.44%)
EntityEntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Stars: ✭ 313 (+479.63%)
Keras UnetHelper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
Stars: ✭ 196 (+262.96%)
Brain-MRI-SegmentationSmart India Hackathon 2019 project given by the Department of Atomic Energy
Stars: ✭ 29 (-46.3%)
DSegInvariant Superpixel Features for Object Detection
Stars: ✭ 18 (-66.67%)
Lyrics-to-Audio-AlignmentAligns text (lyrics) with monophonic singing voice (audio). The algorithm uses structural segmentation to segment the audio into structures and then uses hidden markov models to obtain alignment within segments. The final alignment is concatenation of time stamps of lyrics within the segments for each song.
Stars: ✭ 57 (+5.56%)
U-Net-SatelliteRoad Detection from satellite images using U-Net.
Stars: ✭ 38 (-29.63%)
uoaisCodes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022
Stars: ✭ 77 (+42.59%)
DeepSegmentorA Pytorch implementation of DeepCrack and RoadNet projects.
Stars: ✭ 152 (+181.48%)
LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Stars: ✭ 710 (+1214.81%)
DigiPathAIDigital Pathology AI
Stars: ✭ 43 (-20.37%)
CAPECylinder and Plane Extraction from Depth Cameras
Stars: ✭ 107 (+98.15%)
CarND-Detect-Lane-Lines-And-VehiclesUse segmentation networks to recognize lane lines and vehicles. Infer position and curvature of lane lines relative to self.
Stars: ✭ 66 (+22.22%)
Image ProcessingImage Processing techniques using OpenCV and Python.
Stars: ✭ 112 (+107.41%)
pcanPrototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight
Stars: ✭ 294 (+444.44%)
U-NetU-Net: Convolutional Networks for Image Segmentation by TensorFlow
Stars: ✭ 19 (-64.81%)
InstantDLInstantDL: An easy and convenient deep learning pipeline for image segmentation and classification
Stars: ✭ 33 (-38.89%)
color-pop🌈 Automatic Color Pop effect on any image inspired by Google Photos
Stars: ✭ 21 (-61.11%)
MiVOS[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
Stars: ✭ 302 (+459.26%)
LEDNetThis is an unofficial implemention of LEDNet https://arxiv.org/abs/1905.02423
Stars: ✭ 37 (-31.48%)
hair-dyeNeural Network for Dying Hair💈
Stars: ✭ 45 (-16.67%)
kimimaroSkeletonize densely labeled 3D image segmentations with TEASAR.
Stars: ✭ 85 (+57.41%)
HRFormerThis is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
Stars: ✭ 357 (+561.11%)
MIRACLMulti-modal Image Registration And Connectivity anaLysis
Stars: ✭ 23 (-57.41%)
mmrazorOpenMMLab Model Compression Toolbox and Benchmark.
Stars: ✭ 644 (+1092.59%)
UCTransNetImplementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.
Stars: ✭ 132 (+144.44%)
mobilenet segmentationBinary semantic segmentation with UNet based on MobileNetV2 encoder
Stars: ✭ 18 (-66.67%)
mliisCode for meta-learning initializations for image segmentation
Stars: ✭ 21 (-61.11%)
superpixelRefinementSuperpixel-based Refinement for Object Proposal Generation (ICPR 2020)
Stars: ✭ 24 (-55.56%)
Point2SequencePoint2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
Stars: ✭ 34 (-37.04%)
volkscvA Python toolbox for computer vision research and project
Stars: ✭ 58 (+7.41%)
ANTsRAdvanced Normalization Tools in R
Stars: ✭ 101 (+87.04%)
DeepAtlasJoint Semi-supervised Learning of Image Registration and Segmentation
Stars: ✭ 38 (-29.63%)