All Categories → Machine Learning → image-segmentation

Top 160 image-segmentation open source projects

Solt

Streaming over lightweight data transformations

✭ 249

jupyter-notebook deep-learning image-segmentation image-recognition data-augmentation

Deep Unet For Satellite Image Segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

✭ 227

python python3 deep-learning keras deep-neural-networks image-segmentation keras-tensorflow unet

Smoothly Blend Image Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

✭ 218

python cnn semantic-segmentation image-segmentation

Pixel level land classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

✭ 217

jupyter-notebook neural-networks microsoft image-classification image-segmentation azure-storage

Pyimsegm

Image segmentation - general superpixel segmentation & center detection & region growing

✭ 213

python image-processing object-detection medical-imaging image-segmentation image-analysis image-annotation ipynb

Signature extractor

A super lightweight image processing algorithm for detection and extraction of overlapped handwritten signatures on scanned documents using OpenCV and scikit-image.

✭ 205

python image-processing ocr image-segmentation optical-character-recognition

Dataturks

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

✭ 200

javascript java image-processing image-classification ner image-segmentation image-captioning

Keras Unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

✭ 196

python deep-learning keras deep-neural-networks deeplearning segmentation semantic-segmentation image-segmentation keras-tensorflow unet satellite-imagery

End To End For Chinese Plate Recognition

基于u-net，cv2以及cnn的中文车牌定位，矫正和端到端识别软件，其中unet和cv2用于车牌定位和矫正，cnn进行车牌识别，unet和cnn都是基于tensorflow的keras实现

✭ 197

python tensorflow computer-vision keras opencv image-segmentation image-recognition

Ailearnnotes

Artificial Intelligence Learning Notes.

✭ 195

python deep-learning machine-learning tensorflow computer-vision reinforcement-learning image-processing cnn image-segmentation vgg dropout

Piccante

The hottest High Dynamic Range (HDR) Library

✭ 195

computer-vision image-processing opengl image-segmentation feature-extraction triangulation

Deepdetect

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Hms Ml Demo

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

✭ 187

java deep-learning machine-learning classification ocr face-detection face-recognition text-to-speech image-segmentation document asr language-detection

Osmdeepod

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

✭ 174

python deep-learning machine-learning tensorflow convolutional-neural-networks openstreetmap image-segmentation osm bing

Keras unet plus plus

keras implementation of unet plus plus

✭ 166

python pytorch segmentation image-segmentation unet

Kaggle dstl submission

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

✭ 159

python keras segmentation image-segmentation satellite-imagery kaggle-competition competition

Pixelobjectness

Generic Foreground Segmentation in Images

✭ 154

python deep-learning computer-vision image-segmentation pretrained-models

Super Bpd

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

✭ 153

python real-time image-segmentation

P2pala

Page to PAGE Layout Analysis Tool

✭ 147

python pytorch computer-vision deep-neural-networks gan generative-adversarial-network image-segmentation pix2pix

Text segmentation image inpainting

✭ 146

python pytorch image-segmentation manga

Livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

✭ 143

python deep-learning deep-neural-networks convolutional-neural-networks neural-networks cnn medical-imaging image-segmentation theano convolutional-networks deep-learning-algorithms neuroimaging

Tf unet

Generic U-Net Tensorflow implementation for image segmentation

✭ 1,802

python Makefile shell deep-learning tensorflow neural-network image-segmentation

Semantic Segmentation Of Remote Sensing Images

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

✭ 125

python tensorflow keras semantic-segmentation image-segmentation unet crf

Hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

✭ 124

python deep-learning deep-neural-networks convolutional-neural-networks neural-networks cnn segmentation image-segmentation theano densenet deep-learning-algorithms fcn

Open Solution Salt Identification

Open solution to the TGS Salt Identification Challenge

✭ 124

python python3 deep-learning machine-learning pytorch data-science image-processing pipeline image-segmentation unet

Labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

Trimap generator

Generating automatic trimap through pixel dilation and strongly-connected-component algorithms

✭ 119

python jupyter-notebook computer-vision image-segmentation

Fusionseg

Video Object Segmentation

✭ 116

deep-learning computer-vision segmentation image-segmentation

Tf.keras Commonly Used Models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

✭ 115

python tensorflow keras image-classification image-segmentation unet

Semanticsegpapercollection

✭ 102

deep-learning machine-learning neural-networks semantic-segmentation image-segmentation instance-segmentation convolutional-networks fully-convolutional-networks

Universal Data Tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

✭ 1,356

javascript hacktoberfest deep-learning machine-learning computer-vision dataset desktop csv classification semantic-segmentation named-entity-recognition image-segmentation image-annotation labeling

Tta wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

✭ 98

python tensorflow keras image-classification image-segmentation augmentation

Automatic Leaf Infection Identifier

Automatic detection of plant diseases

✭ 97

python machine-learning image-processing opencv ml image-segmentation

Fast Slic

20x Real-time superpixel SLIC Implementation with CPU

✭ 96

python image-segmentation

Sky Detector

Sky area detection without deep neural networks https://maybeshewill-cv.github.io/sky-detector/

✭ 96

opencv image-segmentation

Tf Segnet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

✭ 93

python machine-learning tensorflow image-segmentation

Awesome Referring Image Segmentation

📚 A collection of papers about Referring Image Segmentation.

✭ 91

language semantic-segmentation image-segmentation instance-segmentation

Paddleseg

End-to-end image segmentation kit based on PaddlePaddle.

✭ 1,244

python semantic-segmentation image-segmentation unet

Keras Icnet

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

✭ 85

python deep-learning tensorflow computer-vision keras image-processing semantic-segmentation image-segmentation autonomous-driving fully-convolutional-networks

Image Segmentation Fcn

Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow

✭ 82

python tensorflow image-segmentation vgg16 fully-convolutional-networks

Attention Gated Networks

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

✭ 1,237

python convolutional-neural-networks image-classification image-segmentation attention-model

Tensorflow Deeplab v3 plus

图像分割算法deeplab_v3+，基于tensorflow，中文注释，摄像头可用

✭ 75

python tensorflow video image-segmentation

Lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

✭ 1,148

jupyter-notebook pytorch neural-networks image-segmentation

Multiclass Semantic Segmentation Camvid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

✭ 67

python jupyter-notebook tensorflow keras image-processing segmentation semantic-segmentation image-segmentation unet fcn

Coco Annotator

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

✭ 1,138

vue deep-learning machine-learning computer-vision detection datasets image-segmentation coco label image-annotation

Image Segmenter Android

Realtime Image Segmentation on Android

✭ 55

android tensorflow image-segmentation

Unet Tensorflow

Tensorflow implement of U-Net

✭ 50

python tensorflow image-segmentation unet

Segmentationcpp

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

✭ 49

cpp pytorch neural-network semantic-segmentation resnet imagenet image-segmentation models unet resnext

Grabcutweb

Full web grabcut example using opencvjs

✭ 40

javascript image-processing opencv image-segmentation

Segmentation wbc

White blood cell (WBC) image datasets

✭ 35

datasets image-segmentation

Albumentations

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

✭ 9,353

python deep-learning machine-learning image-processing object-detection segmentation detection image-classification image-segmentation augmentation image-augmentation fast-augmentations

Graph Based Image Segmentation

Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.

✭ 31

computer-vision image-processing opencv image-segmentation

Midv 500 Models

Model for document segmentation trained on the midv-500-models dataset.

✭ 31

python deep-learning pytorch computer-vision semantic-segmentation image-segmentation

Active Contour Model Python

The python code of Chan-Vese model and RSF model for image segmentation

✭ 28

python python3 image-segmentation

Max Image Segmenter Web App

Deploy a Deep Learning Powered "Magic Cropping Tool" using Pre-Trained Open Source Models