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3d-machine-learning

A resource repository for 3D machine learning

autokeras

This is an automated machine learning (AutoML) package.

axondeepseg

Axon/Myelin segmentation using Deep Learning

bioimagesegmentation

cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

caffe-tensorflow

Caffe models in TensorFlow

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error < 0.4%.

cased-tensorflow

Simple Tensorflow implementation of Curriculum Adaptive Sampling for Extreme Data Imbalance with multi GPU using LUNA16 (MICCAI 2017) / LUNA16 Tutorial

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

chexnet

A pytorch reimplementation of CheXNet

cvat

Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms

dataset

Dataset helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

deep-image-prior

Image restoration with neural networks but without learning.

deep_learning_object_detection

A paper list of object detection using deep learning.

deepcreampy

Decensoring Hentai with Deep Neural Networks

deeplearningimplementations

Implementation of recent Deep Learning papers

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dicompyler

Extensible radiation therapy research platform and viewer for DICOM and DICOM RT

dltk

Deep Learning Toolkit for Medical Image Analysis

dsb2018_topcoders

rank1 - unet DSB2018 [ods.ai] topcoders

facetools

一键人脸归一化处理工具，包括人脸检测，人脸关键点检测，基于关键点的人脸对齐

fast_progress

Simple and flexible progress bar for Jupyter Notebook and console

fcis

Mxnet: Fully Convolutional Instance-aware Semantic Segmentation

ganhacks

starter from "How to Train a GAN?" at NIPS2016

ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gradcamplusplus

CAM: keras implementation of gradcam_plus_plus

imagesplit

A utility for splitting and recombining large image volumes into slices or multiple overlapping sub-volumes.

kaapana

Kaapana (from the hawaiian word kaʻāpana, meaning “distributor” or “part”) is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.

keras-classification-models

Collection of Keras models used for classification