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Search results for python segmentation

3,165 search results found

Jieba ⭐ 26,693

结巴中文分词

Detectron2 ⭐ 25,045

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Deep Learning For Image Processing ⭐ 14,599

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

Imgaug ⭐ 13,474

Image augmentation for machine learning experiments.

Albumentations ⭐ 12,082

Fast 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

Paddledetection ⭐ 10,606

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

Labelme ⭐ 10,490

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Segmentation_models.pytorch ⭐ 7,391

Segmentation models with pretrained backbones. PyTorch.

Paddleseg ⭐ 7,182

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 ⭐ 6,910

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

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Pyaudioanalysis ⭐ 4,973

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

Yolo_tracking ⭐ 4,813

A collection of SOTA real-time, multi-object trackers for object detectors

Background Matting ⭐ 4,622

Background Matting: The World is Your Green Screen

Yolact ⭐ 4,432

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

Segmentation_models ⭐ 4,095

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Pointnet ⭐ 3,907

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

Nnunet ⭐ 3,720

Catalyst ⭐ 3,106

Accelerated deep learning R&D

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Fastmaskrcnn ⭐ 3,041

Mask RCNN in TensorFlow

Segloss ⭐ 2,870

A collection of loss functions for medical image segmentation

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.

Image Segmentation Keras ⭐ 2,657

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

Pytracking ⭐ 2,628

Visual tracking library based on PyTorch.

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!

Blenderproc ⭐ 2,040

A procedural Blender pipeline for photorealistic training image generation

Lanenet Lane Detection ⭐ 2,023

Unofficial implemention of lanenet model for real time lane detection

Subword Nmt ⭐ 1,937

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Pointnet_pointnet2_pytorch ⭐ 1,796

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

Pointnet.pytorch ⭐ 1,759

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

Synthtext ⭐ 1,691

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.

Robosat ⭐ 1,639

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

3dunetcnn ⭐ 1,628

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

Segment Geospatial ⭐ 1,613

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

Pytorch Networks ⭐ 1,607

Pytorch implementation of cnn network

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)

3d Pointcloud ⭐ 1,552

Papers and Datasets about Point Cloud.

Ckiptagger ⭐ 1,536

CKIP Neural Chinese Word Segmentation, POS Tagging, and NER

Ssl4mis ⭐ 1,499

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

Chainercv ⭐ 1,459

ChainerCV: a Library for Deep Learning in Computer Vision

Ailia Models ⭐ 1,431

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

Pytorch Toolbelt ⭐ 1,394

PyTorch extensions for fast R&D prototyping and Kaggle farming

Paddleslim ⭐ 1,384

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

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Semantic Segmentation ⭐ 1,306

Nvidia Semantic Segmentation monorepo

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

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

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

Dgcnn ⭐ 1,179

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

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

Ml Cvnets ⭐ 1,158

CVNets: A library for training computer vision networks

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

Underthesea ⭐ 1,146

Underthesea - Vietnamese NLP Toolkit

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.

Mmrazor ⭐ 1,078

OpenMMLab Model Compression Toolbox and Benchmark.

Slicer ⭐ 1,067

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

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

Ternausnet ⭐ 1,008

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

Natasha ⭐ 1,007

Solves basic Russian NLP tasks, API for lower level Natasha projects

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

Vocal Remover ⭐ 882

Vocal Remover using Deep Neural Networks

Image_segmentation ⭐ 880

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

Kittiseg ⭐ 852

A Kitti Road Segmentation model implemented in tensorflow.

Semantic Segmentation in Pytorch

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

Pixellib ⭐ 828

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

Pythainlp ⭐ 819

Thai Natural Language Processing in Python.

[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

Simpleitk ⭐ 738

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

Awesome Fast Attention ⭐ 717

list of efficient attention modules

Dextr Pytorch ⭐ 692

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

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