John Feng's repositories
Data-Augmentation
The Data Augmentation functions in python base on numpy and opencv.
CarND-Advanced-Lane-Lines
The complete project of Self-Driving Car Engineer Nanodegree Program. I done the assignment at winter, 2018. I just upload this in to github.
CarND-LaneLines-P1
The complete project of Self-Driving Car Engineer Nanodegree Program. I done the assignment at winter, 2018. I just upload this in to github.
cs231-assignment-2
The complete assignment of cs231n course, it include some small project such as NN, BN, Dropout, CNN, etc. I done the assignment at spring, 2017. I just upload this in to github.
cs231-assignment-3
The complete assignment of cs231n course, it include some small project such as Image Captioning with Vanilla RNNs, LSTM, etc. I done the assignment at spring, 2017. I just upload this in to github.
cs231n-assignment-1
The assignment of cs231n course, it include some small project such as knn, softmax, svm, etc. I done the assignment at spring, 2017. I just upload this in to github.
deeplearningbook-chinese
Deep Learning Book Chinese Translation
ganhacks
starter from "How to Train a GAN?" at NIPS2016
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
ml-tutorial
machine learning algorithms and implementations
NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow
py-MDNet
MDNet python implementation
pyECO
python implementation of efficient convolution operators for tracking
python-hog
Python implementation of the Histogram of Oriented Gradients.
Wavenet-PyTorch
PyTorch implementation of Wavenet