albu / albumentations

fast image augmentation library and easy to use wrapper around other libraries

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

Python Updated Jul 13, 2019

jolibrain / deepdetect

1.9k

Deep Learning API and Server in C++11 support for Caffe, Caffe2, Dlib, NCNN, Tensorflow, XGBoost and TSNE

deep-learning machine-learning caffe xgboost tensorflow rest-api server tsne object-detection image-segmentation image-classification neural-nets gpu deepdetect dlib caffe2 detectron ncnn

Good first issues

See all

Building on Ubuntu 16.04 LTS

documentation compilation

#126 opened about 3 years ago by beniz

10

Set of Character-Based Deep CNNs for a range of tasks

documentation neural net

#57 opened over 3 years ago by beniz

2

Set of DNN pre-trained models for a range of image classification domains (fashion, furnitures, ...)

documentation images

#33 opened over 3 years ago by beniz

6

C++ Updated Jul 15, 2019

jakeret / tf_unet

1.3k

Generic U-Net Tensorflow implementation for image segmentation

image-segmentation neural-network deep-learning tensorflow

Python Updated Jul 9, 2019

Labelbox / Labelbox

1.1k

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

image-classification image-segmentation computer-vision tensorflow labeling deep-learning recognition tools image-annotation image-labeling computer-vision-annotation annotation boundingbox image-labeling-tool bounding-boxes detection imagenet labeling-tool annotation-tool

JavaScript Updated Apr 26, 2019

qubvel / segmentation_models

1k

Segmentation models with pretrained backbones. Keras.

unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pypi

Python Updated Jun 29, 2019

ternaus / TernausNet

714

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

pytorch image-segmentation

Jupyter Notebook Updated Dec 5, 2018

bermanmaxim / LovaszSoftmax

663

Code for the Lovász-Softmax loss (CVPR 2018)

image-segmentation pytorch neural-networks loss-functions

Jupyter Notebook Updated Feb 26, 2019

ozan-oktay / Attention-Gated-Networks

575

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

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

Python Updated Aug 12, 2018

AKSHAYUBHAT / ImageSegmentation Archived

492

Perform image segmentation and background removal in javascript using superpixes

image-segmentation superpixel-algorithms computer-vision

JavaScript Updated Jun 24, 2017

sadeepj / crfasrnn_keras

472

CRF-RNN Keras/Tensorflow version

image-segmentation semantic-segmentation crf-as-rnn tensorflow keras crfasrnn crfasrnn-keras crfasrnn-tensorflow crf-rnn-tensorflow crf-rnn-keras

Python Updated Jul 2, 2019

broadinstitute / keras-rcnn

459

Keras package for region-based convolutional neural networks (RCNNs)

deep-learning theano tensorflow cntk object-detection image-segmentation

Python Updated May 30, 2019

ternaus / TernausNetV2

439

TernausNetV2: Fully Convolutional Network for Instance Segmentation

satellite-imagery computer-vision image-segmentation deep-learning python pytorch

Jupyter Notebook Updated Sep 10, 2018

guosheng / refinenet

435

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

semantic-segmentation dense-prediction deep-neural-networks image-segmentation

MATLAB Updated Jun 1, 2019

ternaus / robot-surgery-segmentation

404

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

medical-imaging robot-assisted-surgery computer-vision image-segmentation deep-learning python pytorch

Jupyter Notebook Updated May 13, 2019

kyamagu / js-segment-annotator

400

Javascript image annotation tool based on image segmentation.

javascript image-segmentation javascript-image-annotation

JavaScript Updated Mar 11, 2019

BloodAxe / pytorch-toolbelt

352

PyTorch extensions for fast R&D prototyping and Kaggle farming

pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline

Python Updated Jul 13, 2019

yihui-he / u-net

315

U-Net: Convolutional Networks for Biomedical Image Segmentation

image-segmentation keras medical-imaging deep-neural-networks convolutional-networks

Python Updated Sep 27, 2018

guanfuchen / semseg

312

常用的语义分割架构结构综述以及代码复现

semantic-segmentation deep-learning pytorch fcn segnet erfnet enet drn lrn label-refinement-network image-segmentation segmentation-networks segmentation-models deeplab bisenet frrn shufflenet future-semantic-segmentation gcn

Python Updated Jul 13, 2019

toodef / neural-pipeline

311

Neural networks training pipeline based on PyTorch

deep-learning pytorch image-classification image-segmentation supervised-learning object-detection training-pipeline neural-networks pipeline

Good first issues

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Add the ability to select a subpart from dataset

good first issue

#29 opened 2 months ago by toodef

Extract all console output to Console Monitor

good first issue feature

#28 opened 2 months ago by toodef

Add TTA to Predictor

good first issue

#12 opened 5 months ago by toodef

Python Updated Jul 7, 2019

ahundt / awesome-robotics

258

A curated list of awesome links and software libraries that are useful for robots.

Updated Nov 18, 2018

petrosgk / Kaggle-Carvana-Image-Masking-Challenge

236

deep-learning keras kaggle image-segmentation

Python Updated Sep 14, 2017

arahusky / Tensorflow-Segmentation

229

Semantic image segmentation in Tensorflow

tensorflow image-segmentation

Jupyter Notebook Updated Dec 19, 2017

loli / medpy

186

Medical image processing in Python

Good first issues

install_requires required order depends on setuptools-version

documentation bug

#37 opened almost 2 years ago by loli

3

Python Updated Feb 26, 2019

geometalab / OSMDeepOD

163

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Form…

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

Python Updated Aug 17, 2018

Vooban / Smoothly-Blend-Image-Patches

157

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

semantic-segmentation image-segmentation u-net cnn

Python Updated Aug 26, 2017

lzx1413 / labelImgPlus

143

🤘 LabelImgPlus is a graphical image annotation tool which supports CLS,DET and SEG

image-annotation image-segmentation

Forked from tzutalin/labelImg Python Updated Jul 3, 2019

suyogduttjain / pixelobjectness

140

Generic Foreground Segmentation in Images

image-segmentation pixel-objectness pretrained-models computer-vision deep-learning

Python Updated Jan 31, 2017

arnab39 / FewShot_GAN-Unet3D

135

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversari…

few-shot-learning brain-mri semi-supervised-learning unet-3d unet-tensorflow gans semi-supervised-gan multi-modal-imaging medical-image-analysis iseg-challenge weightnorm-3d 3d-gan image-segmentation tensorflow convolutional-neural-networks

Python Updated Dec 14, 2018

MIPT-Oulu / solt

130

Streaming over lightweight data transformations

deep-learning data-augmentation image-segmentation landmark-detection image-recognition

Jupyter Notebook Updated Jul 13, 2019

Azure / pixel_level_land_classification

122

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover…

neural-networks image-classification image-segmentation geospatial-data geospatial-analysis land-cover land-use cntk cntk-model azure-batchai azure-storage microsoft microsoft-azure microsoft-machine-learning

Jupyter Notebook Updated Apr 5, 2019

image-segmentation

Repositories 479

Good first issues

AKSHAYUBHAT / ImageSegmentation Archived

Good first issues

Good first issues

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