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The Top 23 Dataset Segmentation Open Source Projects

Open source projects categorized as Dataset Segmentation
Categories > Data Processing > Dataset
Categories > Machine Learning > Segmentation
Semantic Segmentation Tutorial Pytorch ⭐ 123
A simple PyTorch codebase for semantic segmentation using Cityscapes.
most recent commit 2 years ago
Unsupervised_anomaly_detection_brain_mri ⭐ 123
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study
most recent commit 2 years ago
Cloud Volume ⭐ 120
Read and write Neuroglancer datasets programmatically.
dependent packages 23total releases 319most recent commit 5 months agopypi cloud-volume} Downloads
Redo ⭐ 120
Code for paper Unsupervised Object Segmentation by Redrawing
most recent commit 4 years ago
Openvehiclevision ⭐ 118
An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation
most recent commit 7 years ago
Easyportrait ⭐ 116
EasyPortrait - Face Parsing and Portrait Segmentation Dataset
most recent commit 4 months ago
Deeplayout ⭐ 114
Deep learning based page layout analysis
most recent commit 5 years ago
Semisup Semseg ⭐ 113
most recent commit 2 years ago
Aeroscapes ⭐ 111
Aerial Semantic Segmentation Benchmark
most recent commit 2 years ago
Madan ⭐ 111
Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"
most recent commit 4 years ago
3dunet Pytorch ⭐ 106
3DUNet implemented with pytorch
most recent commit 3 years ago
Fss 1000 ⭐ 102
FSS-1000, A 1000-class Dataset For Few-shot Segmentation
most recent commit 4 years ago
Mobile Deeplab V3 Plus ⭐ 95
Deeplab-V3+ model with MobilenetV2/MobilenetV3 on TensorFlow for mobile deployment.
most recent commit 5 years ago
Probabilistic Unet Pytorch ⭐ 94
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
most recent commit 5 years ago
Lsd Seg ⭐ 92
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
most recent commit 6 years ago
Seanet ⭐ 90
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation
most recent commit 3 years ago
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
total releases 10most recent commit 3 years ago
Deeplab V3 Plus Cityscapes ⭐ 87
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
most recent commit 4 years ago
Segdec Net Jim2019 ⭐ 86
Surface Defect Detection with Segmentation-Decision Network on KolektorSDD
most recent commit 3 years ago
Gygo Dataset ⭐ 86
Dataset that is focused on a specific, simple use case for video object segmentation
most recent commit 5 years ago
Tensorflow Yolact ⭐ 85
Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
most recent commit 3 years ago
Harmonixset ⭐ 84
The Harmonix Set: Beats, Downbeats, and Structural Annotations for Pop Music
most recent commit 3 years ago
High Resolution Remote Sensing Semantic Segmentation Pytorch ⭐ 84
PyTorch实现高分遥感语义分割（地物分类）
most recent commit 3 years ago
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