A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

✭ 134

python deep-learning tensorflow segmentation semantic-segmentation

Subword Nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

✭ 1,819

python segmentation machine-translation neural-machine-translation nmt subword-units bpe

Vision4j Collection

Collection of computer vision models, ready to be included in a JVM project

✭ 132

java computer-vision grpc classification segmentation semantic-segmentation jvm imagenet

Cam2bev

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

✭ 129

python deep-learning machine-learning computer-vision simulation segmentation autonomous-vehicles

Machinevision Toolbox Matlab

Machine Vision Toolbox for MATLAB

✭ 130

matlab segmentation

Knn Matting

Source Code for KNN Matting, CVPR 2012 / TPAMI 2013. MATLAB code ready to run. Simple and robust implementation under 40 lines.

✭ 130

matlab segmentation vision nearest-neighbor-search

Deeplabv3 mobilenetv2 pytorch

A PyTorch Implementation of MobileNetv2+DeepLabv3

✭ 130

python pytorch segmentation mobilenetv2

Awesome Gan For Medical Imaging

Awesome GAN for Medical Imaging

✭ 1,814

gan deeplearning generative-adversarial-network segmentation detection super-resolution medical-imaging registration reconstruction ct-denoising medical-image-synthesis

Sudachidict

A lexicon for Sudachi

✭ 127

java segmentation pos-tagging morphological-analysis

Unet Family

Paper and implementation of UNet-related model.

✭ 1,924

python pytorch segmentation unet

Cn24

Convolutional (Patch) Networks for Semantic Segmentation

✭ 125

deep-learning segmentation opencl convolutional-networks

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

Syntok

Text tokenization and sentence segmentation (segtok v2)

✭ 123

python nlp segmentation tokenizer

Fast 3d Pointcloud Segmentation

Fast 3D point cloud segmentation using supervoxels with geometry and color for 3D scene understanding

✭ 122

segmentation ros research pointcloud

Deeplab V3 Plus Cityscapes

mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

✭ 121

python pytorch segmentation cityscapes

Multi object datasets

Multi-object image datasets with ground-truth segmentation masks and generative factors.

✭ 121

python segmentation datasets representation-learning deepmind

Openvehiclevision

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

✭ 120

computer-vision dataset segmentation semantic-segmentation autonomous-driving

Nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation

✭ 120

python gan segmentation

Motsfusion

MOTSFusion: Track to Reconstruct and Reconstruct to Track

✭ 118

python segmentation reconstruction

Model Quantization

Collections of model quantization algorithms

✭ 118

python cnn classification segmentation detection compression quantization

Dstl unet

Dstl Satellite Imagery Feature Detection

✭ 117

jupyter-notebook deep-learning segmentation detection satellite

Fusionseg

Video Object Segmentation

✭ 116

deep-learning computer-vision segmentation image-segmentation

Masktrack

Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch

✭ 110

python deep-learning pytorch segmentation

Deep Learning Based Ecg Annotator

Annotation of ECG signals using deep learning, tensorflow’ Keras

✭ 110

python deep-learning tensorflow tutorial lstm segmentation example time-series annotations keras-tutorials

Pointnet Keras

Keras implementation for Pointnet

✭ 110

python deep-learning keras classification segmentation point-cloud

Edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

✭ 107

python pytorch tensorflow computer-vision keras classification segmentation wrapper super-resolution augmentation

Fcn train

The code includes all the file that you need in the training stage for FCN

✭ 104

python deep-learning segmentation data-augmentation fcn

Gacnet

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

✭ 103

python segmentation point-cloud

Crfasrnn pytorch

CRF-RNN PyTorch version http://crfasrnn.torr.vision

✭ 102

python deep-learning pytorch deep-neural-networks segmentation semantic-segmentation

Segmentation

Tensorflow implementation : U-net and FCN with global convolution

✭ 101

python tensorflow computer-vision classification segmentation semantic-segmentation kaggle autoencoder unet kaggle-competition fcn fully-convolutional-networks

Dataset

Crop/Weed Field Image Dataset

✭ 98

dataset classification segmentation paper annotations crop mask

Setr Pytorch

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

✭ 96

python segmentation semantic-segmentation transformer

Deepbrainseg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

✭ 96

python deep-learning artificial-intelligence segmentation ensemble-learning

Retina Features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

✭ 95

python image-processing opencv segmentation clustering morphological-analysis

Pfenet

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

✭ 94

python segmentation

Cag uda

(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

✭ 91

python segmentation

Changepoint

A place for the development version of the changepoint package on CRAN.

✭ 90

r package segmentation cran

Pixeltcn

Tensorflow Implementation of Pixel Transposed Convolutional Networks (PixelTCN and PixelTCL)

✭ 91

python deep-learning segmentation

3dunet abdomen cascade

✭ 91

jupyter-notebook deep-learning convolutional-neural-networks segmentation semantic-segmentation fully-convolutional-networks

Kits19 Challege

KiTS19——2019 Kidney Tumor Segmentation Challenge

✭ 91

python tensorflow segmentation

Ai Challenger Retinal Edema Segmentation

DeepSeg : 4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

✭ 88

python pytorch segmentation

Niftynet

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

✭ 1,276

python python3 python2 deep-learning tensorflow neural-network deep-neural-networks convolutional-neural-networks gan segmentation distributed ml medical-imaging autoencoder pip

3dunet Pytorch

3DUNet implemented with pytorch

✭ 84

python pytorch segmentation

Brats17

Patch-based 3D U-Net for brain tumor segmentation

✭ 85

python 3d segmentation unet

Rgbd semantic segmentation pytorch

PyTorch Implementation of some RGBD Semantic Segmentation models.

✭ 84

python segmentation rgbd

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