yumatsuoka Goto Github PK

auto_encoder

back_propagation

multi layer neural network

blog

my blog. https://yumatsuoka.github.io/blog/

bottle_exercise

web app with python bottle

chainer_exercise

To exercise how to code CNNs with Chainer

check_cosine_annealing_lr

Used torch.optim.lr_scheduler.CosineAnnealingLR()

comp_dnnfw

To comparing training speed on "multi gpu env" with some Deep Learning framework; keras, chainer and tensorflow, Train deep networks which are resnet and AllConvolutionalNet.

cvml_2-n

I研究室夏のCV&ML pow(2, n)ノック

dotfiles

f_ext_img_ptmodel

extract feature from images by pre-train caffe model with chainer

fuzzy_meetup

Classify whether input pic is a beer or beer flavor drink.

ikemen_check

regression a score of good looking face with convolutional neural networks and face image datasets I made.

masalachai

Masala Chai: easy chainer tool

othello_python

Othello(reversi) game on command line written by Python3. It's exercise on Python.

otsu_method

The Otu thresholding

pca_label-spreading

pca_svm_gridsearch_tsne

Exercise using pca, svm, grid_search and t-SNE with scikit-learn, roc-corve, confusion-matrix

practice_spectral_clustering

Apply spectral clustering to Fachion MNIST

put-a-santa-hat-on-your-head

Put a Santa hat on your head in a camera stream with Faceboxes

siamesenet_label-spreading

深層距離学習を用いた教師データ生成

sofndlteches

Pytorch MNIST example with "a synergy of new deep learning techniques for your consideration."

tensorflow_tutorial

triplet-net_label-spreading

yumatsuoka.github.io

my web site

zca_exercize

apply zca whitening to cifar10 dataset