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Search results for python segmentation

2,224 search results found

Jieba ⭐ 31,881

结巴中文分词

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

Albumentations ⭐ 14,488

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Paddledetection ⭐ 11,653

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Paddleseg ⭐ 7,961

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

Pytorch Unet ⭐ 7,861

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Mmsegmentation ⭐ 6,974

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Pytorch Cnn Visualizations ⭐ 6,883

Pytorch implementation of convolutional neural network visualization techniques

Pkuseg Python ⭐ 6,001

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

Pyaudioanalysis ⭐ 5,453

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Yolact ⭐ 4,793

A simple, fully convolutional model for real-time instance segmentation.

Background Matting ⭐ 4,622

Background Matting: The World is Your Green Screen

Nnunet ⭐ 4,608

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Pointnet ⭐ 4,396

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Fastmaskrcnn ⭐ 3,041

Mask RCNN in TensorFlow

Pytracking ⭐ 2,994

Visual tracking library based on PyTorch.

Image Segmentation Keras ⭐ 2,729

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Hrnet Semantic Segmentation ⭐ 2,714

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

Detectron.pytorch ⭐ 2,695

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Pointnet_pointnet2_pytorch ⭐ 2,491

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Segment Geospatial ⭐ 2,489

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Awesome Semantic Segmentation Pytorch ⭐ 2,399

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Image_segmentation ⭐ 2,186

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

Lanenet Lane Detection ⭐ 2,170

Unofficial implemention of lanenet model for real time lane detection

Synthtext ⭐ 1,912

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

Pointnet.pytorch ⭐ 1,759

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

3dunetcnn ⭐ 1,750

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Pytorch Networks ⭐ 1,740

Pytorch implementation of cnn network

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Detrex ⭐ 1,644

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

Robosat ⭐ 1,639

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Ssl4mis ⭐ 1,595

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Pointnet2 ⭐ 1,588

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Tf_unet ⭐ 1,582

Generic U-Net Tensorflow implementation for image segmentation

Danet ⭐ 1,556

Dual Attention Network for Scene Segmentation (CVPR2019)

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

Ckiptagger ⭐ 1,536

CKIP Neural Chinese Word Segmentation, POS Tagging, and NER

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Paddleslim ⭐ 1,486

PaddleSlim is an open-source library for deep model compression and architecture search.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Slicer ⭐ 1,339

Multi-platform, free open source software for visualization and image computing.

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Semantic Segmentation ⭐ 1,306

Nvidia Semantic Segmentation monorepo

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Caffe Model ⭐ 1,238

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Mmrazor ⭐ 1,231

OpenMMLab Model Compression Toolbox and Benchmark.

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

Imagepy ⭐ 1,179

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

Dgcnn ⭐ 1,179

Pointcnn ⭐ 1,176

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Vocal Remover ⭐ 1,148

Vocal Remover using Deep Neural Networks

Yolact_edge ⭐ 1,138

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

Torchseg ⭐ 1,106

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

Attention Gated Networks ⭐ 1,099

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Tensorflow Fcn ⭐ 1,096

An Implementation of Fully Convolutional Networks in Tensorflow.

Ccnet ⭐ 1,061

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Panet ⭐ 1,054

PANet for Instance Segmentation and Object Detection

Openseg.pytorch ⭐ 1,052

The official Pytorch implementation of OCNet series and SegFix.

Unet Family ⭐ 1,029

Paper and implementation of UNet-related model.

Deeplabv3plus Pytorch ⭐ 1,010

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Dilated Residual Networks

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Extremenet ⭐ 885

Bottom-up Object Detection by Grouping Extreme and Center Points

Slicergitsvnarchive ⭐ 883

Multi-platform, free open source software for visualization and image computing.

Ultrasound Nerve Segmentation ⭐ 882

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

Image Test Time Augmentation with PyTorch!

Segment Anything Video ⭐ 856

MetaSeg: Packaged version of the Segment Anything repository

Kittiseg ⭐ 852

A Kitti Road Segmentation model implemented in tensorflow.

Semantic Segmentation in Pytorch

Medsegdiff ⭐ 831

Medical Image Segmentation with Diffusion Model

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

Deeplab_v3 ⭐ 797

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Deep Photo Styletransfer Tf ⭐ 788

Tensorflow (Python API) implementation of Deep Photo Style Transfer

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

Efficientvit ⭐ 732

EfficientViT is a new family of vision models for efficient high-resolution vision.

DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Retentioneering Tools ⭐ 715

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

Pytorch Auto Drive ⭐ 713

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

Segmentanythingin3d ⭐ 713

Segment Anything in 3D with NeRFs (NeurIPS 2023)

Sssegmentation ⭐ 698

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

Dextr Pytorch ⭐ 692

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dext

Superpoint_graph ⭐ 691

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

High-performance Vision library in Python. Scale your research, not boilerplate.

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