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GeorgeSeif/Semantic-Segmentation-Suite

A suite of tools for implementing, training, and testing semantic segmentation models in TensorFlow.

2.5K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#computer-vision#deep-learning#semantic-segmentation

wolny/pytorch-3dunet

Efficient 3D U-Net model for volumetric semantic segmentation of medical images, built with PyTorch.

2.4K
Stable
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#3d-segmentation#semantic-segmentation#volumetric-data

azavea/raster-vision

An open-source library for deep learning on satellite and aerial imagery using Python and PyTorch.

2.2K
Stable
Python
Computer Vision
Machine Learning Ops
PyTorch
#computer-vision#remote-sensing#geospatial

Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor

Web-based tool for labeling bitmap images and point cloud data for semantic segmentation ML models.

1.9K
Archived
JavaScript
Computer Vision
Frontend Frameworks
React
#image-labeling#point-cloud#semantic-segmentation

NVIDIA/semantic-segmentation

A library for semantic segmentation tasks using deep learning models provided by NVIDIA.

1.8K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#deep-learning#semantic-segmentation

yassouali/pytorch-segmentation

A PyTorch library for building state-of-the-art semantic segmentation models for computer vision tasks.

1.8K
Experimental
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#computer-vision#deep-learning#semantic-segmentation

wkentaro/pytorch-fcn

PyTorch implementation of Fully Convolutional Networks for semantic segmentation.

1.8K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#computer-vision#convolutional-networks#deep-learning

zijundeng/pytorch-semantic-segmentation

PyTorch library for building semantic segmentation models for computer vision applications.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#deep-learning#image-segmentation#pytorch

SHI-Labs/OneFormer

A powerful universal image segmentation model that can handle various segmentation tasks with a single transformer-based model.

1.7K
Archived
Jupyter Notebook
Computer Vision
ML Ops
PyTorch
#image-segmentation#panoptic-segmentation#semantic-segmentation

john-rocky/CoreML-Models

Converted CoreML Model Zoo - a collection of pre-trained machine learning models for iOS apps.

1.7K
Archived
Computer Vision
iOS
Swift
#coreml#machine-learning#object-detection

rwightman/efficientdet-pytorch

An efficient PyTorch implementation of the EfficientDet object detection model with ported weights.

1.7K
Archived
Python
Computer Vision
PyTorch
#efficientdet#object-detection#computer-vision

QingyongHu/SoTA-Point-Cloud

A comprehensive survey of deep learning techniques for 3D point cloud analysis, covering classification, detection, segmentation, and tracking.

1.6K
Archived
Computer Vision
#3d-classification#3d-deep-learning#3d-detection

yoshitomo-matsubara/torchdistill

A PyTorch-based framework for reproducible deep learning studies with 26 knowledge distillation methods.

1.6K
Stable
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#natural-language-processing

IDEA-Research/MaskDINO

Official implementation of a paper on a unified Transformer-based framework for object detection and segmentation.

1.5K
Archived
Python
Computer Vision
Python
#instance-segmentation#object-detection#panoptic-segmentation

speedinghzl/CCNet

CCNet is a semantic segmentation library that uses Criss-Cross Attention to improve scene parsing performance.

1.5K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#semantic-segmentation#scene-parsing#self-attention

czczup/ViT-Adapter

A PyTorch library that provides Vision Transformer (ViT) adapters for dense prediction tasks like object detection and semantic segmentation.

1.5K
Experimental
Python
Computer Vision
Backend Frameworks
PyTorch
#vision-transformer#object-detection#semantic-segmentation

MIC-DKFZ/medicaldetectiontoolkit

A toolbox for training and deploying object detectors and segmentation models on medical images using PyTorch.

1.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#medical-imaging#object-detection#segmentation

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

d-li14/involution

A novel neural operator called Involution that can be used for image classification, object detection, and other computer vision tasks.

1.3K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cvpr2021#image-classification#object-detection

RoyalVane/CLAN

Research paper on domain adaptation and semantic-consistent transfer learning for computer vision.

1.3K
Archived
Python
Computer Vision
Papers & Publications
Python
#domain-adaptation#semantic-segmentation#transfer-learning

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