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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

danet

Dual Attention Network for Scene Segmentation

dash

Interactive, Reactive Web Apps for Python. Dash Is Productive™

dataset-annotator

Scalable, cross-platform ion-electron app that allows the user to annotate an image dataset.

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gradio-ui

Rapidly create UIs for prototyping your machine learning model in 3 minutes

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

itk

Insight Toolkit (ITK) -- Official Repository

keras

Deep Learning for humans

keras-applications

Reference implementations of popular deep learning models.

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

ko_data_science_docker

데이터 분석 모델링용 도커 이미지

labelme

Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).

labelmeannotationtool

Source code for the LabelMe annotation tool.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

models

Models and examples built with TensorFlow

pykospacing

Automatic Korean word spacing with Python

robot-surgery-segmentation

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

sagemakeractions

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

semanticsegmentation_dl

Resources of semantic segmantation based on Deep Learning model

serving

A flexible, high-performance serving system for machine learning models

sim-to-real-virtual-guidance-for-robot-navigation

We present an effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.

styleguide

Official code style guide of Rainist

sytleguide

Official code style guide of AISlab

tutorials2019

video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet