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advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

adversarial-deep-structural-networks

ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970

adversarialnetspapers

The classical papers and codes about generative adversarial nets

albumentations

fast image augmentation library and easy to use wrapper around other libraries

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

annotated-py-tornado

对tornado源码进行注释

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

autoaugment

Reproduction of AutoAugment from Google

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-learning-papers

The most cited deep learning papers

awesome-segmentations

Lots of semantic image segmentation implementations in Tensorflow/Keras

cancer-recognition-chest-x-ray

Classifying the chest x-ray into 14 illness of: Hernia, Pneumonia, Fibrosis, Edema, Emphysema, Cardiomegaly, Pleural Thickening, Consolidation, Pneumothorax, Mass, Nodule, Atelectasis, Effusion, Infiltration.

capstone

cascade-rcnn

Caffe implementation of multiple popular object detection frameworks

cascade-rcnn_pytorch

An implementation of Cascade R-CNN: Delving into High Quality Object Detection.

chainer-fcis

Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

computer-vision-basics-with-python-keras-and-opencv

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

darknet

Convolutional Neural Networks

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-mil-for-whole-mammogram-classification

Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.

deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

deeplung-1

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

deformable-convnets

Deformable Convolutional Networks

detectron

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

detnet_pytorch

An implementation of DetNet: A Backbone network for Object Detection.

dlpack

RFC for common in-memory tensor structure and operator interface for deep learning system

dlsys-course.github.io

Deep learning system course

dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

ensemble-methods-for-image-classification

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

face_recognition

The world's simplest facial recognition api for Python and the command line