hongdayu's repositories
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
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-deep-learning-papers
The most cited deep learning papers
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.
cascade-rcnn
Caffe implementation of multiple popular object detection frameworks
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-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"
Deformable-ConvNets
Deformable Convolutional Networks
dlsys-course.github.io
Deep learning system course
fastai_deeplearn_part1
Notes for Fastai Deep Learning Course
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Halide
a language for fast, portable data-parallel computation
improved-wgan-pytorch
Improved WGAN in Pytorch
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
insightface
Face Recognition Project on MXNet
kaggle_ndsb2017
Kaggle datascience bowl 2017
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
keras-retinanet
Keras implementation of RetinaNet object detection.
keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
MSDNet
Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
SegAN
SegAN: Semantic Segmentation with Adversarial Learning
TensorComprehensions
A domain specific language to express machine learning workloads.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.