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refuge-evaluation

This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the format of your submissions are correct. The formatting instructions are provided in the website.

resnet-1k-layers

Deep Residual Networks with 1K Layers

resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

resnext.pytorch

Reproduces ResNet-V3 with pytorch

retina-features

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

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

scnn

Segment-CNN: A Framework for Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs

selective-joint-fine-tuning

Codes and models for the CVPR 2017 spotlight paper "Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning".

semantic-segmentation-pytorch

semantic segmentation using pytorch

simplecv

The Open Source Framework for Machine Vision

simpleelastix

User-friendly medical image registration library

smart-snake

一个简单ai的贪食蛇游戏

snns

Tutorials and implementations for "Self-normalizing networks"

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

ternausnet

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

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano_exercises

Exercises for my tutorials on Theano

tianchi-medical-lungtumordetect

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

topdeeplearning

A list of popular github projects related to deep learning

unet

unet for image segmentation

unet-1

Implementation of the U-Net model with residual connections using PyTorch (U-Net paper: https://arxiv.org/abs/1505.04597 )

unet_pytorch

Implementation of U-Net architecture using Pytorch

vectorgeneratingnetwork

A convolutional neural network with the ultimate goal of generating eigenvectors

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

vision

Datasets, Transforms and Models specific to Computer Vision

vnet