PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

✭ 74

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Deep Segmentation

CNNs for semantic segmentation using Keras library

✭ 69

python deep-learning tensorflow keras dataset segmentation semantic-segmentation prediction

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

Torch Points3d

Pytorch framework for doing deep learning on point clouds.

✭ 1,135

python deep-learning pytorch segmentation point-cloud

Relaynet pytorch

Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)

✭ 63

jupyter-notebook deep-learning segmentation

Pointcnn

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

✭ 1,120

python machine-learning deep-neural-networks convolutional-neural-networks robotics classification segmentation point-cloud autonomous-driving pointcloud

Tensorflow Fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

✭ 1,116

python tensorflow segmentation vgg

Unet Segmentation

The U-Net Segmentation plugin for Fiji (ImageJ)

✭ 62

java deep-learning segmentation detection

Unet 3d

3D Unet Equipped with Advanced Deep Learning Methods

✭ 57

python deep-learning deep-neural-networks segmentation unet 3d-models

Data Science Bowl 2018

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

✭ 56

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Semanticsegmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

✭ 52

python pytorch computer-vision segmentation semantic-segmentation cats coco

Ccnet

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

✭ 1,059

python pytorch segmentation semantic-segmentation

Jacinto Ai Devkit

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

✭ 49

deep-learning pytorch tensorflow object-detection cnn deeplearning segmentation detection semantic-segmentation caffe resnet mobilenet quantization

Fashion Parsing

Repository of my fashion-parsing project. This project is put on hold since I am doing another project now, but will debug if bugs are reported.

✭ 50

python deep-learning computer-vision segmentation caffe

Gd Uap

Generalized Data-free Universal Adversarial Perturbations

✭ 50

python deep-learning machine-learning artificial-intelligence optimization classification segmentation

Avgn

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

✭ 50

jupyter-notebook segmentation notebook

Switchnorm segmentation

Switchable Normalization for semantic image segmentation and scene parsing.

✭ 47

python convolutional-neural-networks segmentation cityscapes

Pytorch connectomics

PyTorch Connectomics: segmentation toolbox for EM connectomics

✭ 46

jupyter-notebook pytorch computer-vision segmentation neuroscience

Meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

✭ 1,032

python machine-learning pytorch convolutional-neural-networks 3d segmentation computer-graphics mesh

Vgn

Deep Vessel Segmentation by Learning Graphical Connectivity

✭ 46

python tensorflow cnn segmentation

Senpai

💨Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱

✭ 43

python segmentation pypi module conversation text-summarization

Seg Mentor

TFslim based semantic segmentation models, modular&extensible boutique design

✭ 43

python tensorflow computer-vision segmentation semantic-segmentation decoder mobilenet feature-extraction slim fcn

Diffgram

Data Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning

✭ 43

python deep-learning machine-learning kubernetes data-science object-detection segmentation helm annotation supervised-learning labeling

Deeplabv2 Keras

DeeplabV2 segmentation in Keras.

✭ 38

python keras deeplearning segmentation

Extensionsindex

Slicer extensions index

✭ 36

python cross-platform image-processing qt segmentation medical-imaging registration neuroimaging

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

Segment Open

Segment Source Distribution

✭ 34

matlab plugin image-processing segmentation plugins medical-imaging medical image-analysis

Segmentation Networks Benchmark

Evaluation framework for testing segmentation networks in Keras

✭ 34

python keras segmentation benchmark unet

Deeplabv3 Plus

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

✭ 32

jupyter-notebook tensorflow architecture segmentation semantic-segmentation cityscapes

Pytorch Toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

✭ 942

python deep-learning machine-learning pytorch image-processing object-detection segmentation image-classification pipeline kaggle image-segmentation augmentation

Kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

✭ 873

python tensorflow computer-vision segmentation autonomous-driving semantic fcn

Training extensions

Trainable models and NN optimization tools

✭ 857

python deep-learning pytorch tensorflow computer-vision segmentation detection face-recognition super-resolution ssd quantization text-recognition text-detection

Itkmorphologicalcontourinterpolation

An implementation of morphological contour interpolation

✭ 7

segmentation

Segmentation

Catalyst.Segmentation

✭ 27

python deep-learning machine-learning docker pytorch image-processing segmentation pipeline image-segmentation reproducibility augmentation

Medicaldetectiontoolkit

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.

✭ 917

python deep-learning object-detection deep-neural-networks segmentation detection semantic-segmentation medical-imaging 3d-models

Itksoftwareguide

Sources for the ITKSoftwareGuide.

✭ 19

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Ganseg

Framework for medical image segmentation using deep neural networks

✭ 18

python deep-learning segmentation medical-imaging

Slicergitsvnarchive

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