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NVIDIA/MinkowskiEngine

A high-performance, auto-diff neural network library for 3D and 4D sparse tensor computations.

2.9K
Archived
Python
Computer Vision
ML Ops
PyTorch
#3d-convolutional-network#4d-convolutional-neural-network#sparse-tensor-network

OpenGVLab/InternImage

A PyTorch-based computer vision foundation model with deformable convolutions for object detection and segmentation.

2.8K
Experimental
Python
Computer Vision
API Frameworks
PyTorch
#backbone#deformable-convolution#foundation-model

go-ego/gse

A Go library for efficient multilingual NLP and text segmentation, supporting English, Chinese, Japanese, and others.

2.8K
Stable
Go
NLP
API Frameworks
#nlp#text-segmentation#chinese

huaban/jieba-analysis

A Java-based implementation of the Jieba Chinese text segmentation algorithm for developers.

2.7K
Archived
Java
API Frameworks
Databases
#chinese-nlp#text-segmentation#natural-language-processing

torch-points3d/torch-points3d

A PyTorch framework for deep learning on point clouds, with support for various point cloud-related tasks.

2.7K
Active
Python
Computer Vision
Databases
PyTorch
#point-cloud#segmentation#deep-learning

autodistill/autodistill

An AI-powered tool for training supervised models without manual labeling, using foundation models and multimodal learning.

2.6K
Experimental
Python
Computer Vision
Model Distillation
PyTorch
#auto-labeling#computer-vision#foundation-models

MrGiovanni/UNetPlusPlus

Official implementation of the UNet++ medical image segmentation model, useful for computer vision projects.

2.6K
Stable
Python
Computer Vision
API Frameworks
Python
#medical-imaging#segmentation#unet

HiLab-git/SSL4MIS

A library for semi-supervised learning on medical image segmentation tasks.

2.6K
Experimental
Python
Computer Vision
Databases
Python
#semi-supervised-learning#computer-vision#medical-imaging

blmoistawinde/HarvestText

A versatile NLP toolkit for text mining and preprocessing, supporting tasks like sentiment analysis, entity extraction, and keyword summarization.

2.6K
Archived
Python
NLP
CLI Tools
Python
#nlp#text-mining#sentiment-analysis

JIA-Lab-research/LISA

Project that provides a reasoning-based segmentation method using large language models.

2.6K
Experimental
Python
LLM Frameworks
Agents & Orchestration
Python
#large-language-model#llm#multi-modal

baaivision/Painter

A vision foundation model from BAAI for generalist painting and segmentation tasks.

2.6K
Archived
Python
Computer Vision
Generalist Models
Python
#cvpr2023#generalist-model#generalist-painter

VainF/DeepLabV3Plus-Pytorch

A pretrained PyTorch implementation of the DeepLabV3 and DeepLabV3+ semantic segmentation models for Pascal VOC and Cityscapes datasets.

2.6K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#semantic-segmentation#pytorch

ShawnBIT/UNet-family

A PyTorch implementation of the popular UNet neural network architecture for image segmentation tasks.

2.6K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#unet#image-segmentation#computer-vision

jolibrain/deepdetect

A C++ API and server for deep learning that supports popular frameworks like PyTorch, TensorFlow, and XGBoost.

2.5K
Active
C++
Computer Vision
API Clients & Testing
#deep-learning#computer-vision#object-detection

zllrunning/face-parsing.PyTorch

A PyTorch library for face parsing using a modified BiSeNet model, useful for computer vision and image processing tasks.

2.5K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#face-parsing#bisenet#semantic-segmentation

luca-medeiros/lang-segment-anything

This Python library integrates the Segment Anything Model (SAM) with text prompts for image segmentation.

2.5K
Stable
Python
Computer Vision
API Frameworks
Python
#image-segmentation#computer-vision#text-to-image

MaybeShewill-CV/lanenet-lane-detection

Unofficial implementation of the LaneNet model for real-time lane detection in self-driving car applications.

2.5K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#deep-learning#instance-segmentation#lane-detection

Yalantis/Segmentio

Segmentio is an animated top/bottom segmented control written in Swift for iOS development.

2.5K
Archived
Swift
Animation & Motion
iOS
Swift
#animation#segmented-control#cocoapods

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

xuebinqin/DIS

A high-accuracy image segmentation tool using the U-2-Net deep learning model for background removal.

2.5K
Archived
Jupyter Notebook
Computer Vision
API Frameworks
Jupyter Notebook
#background-removal#deep-learning#dichotomous-image-segmentation
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