farland's repositories
vqa.pytorch
Visual Question Answering in Pytorch
Label-embeddings-in-image-classification
Convolutional Neural Networks (CNNs) are being widely used for various tasks in Computer Vision. We focus on the task of image classification particularly using CNNs with more focus on the relation or similarity between class labels. The similarity between labels is judged using label word embeddings and incorporated into the loss layer. We propose that shallower networks be learnt with more complex and structured losses, in order to gain from shorter training time and equivalent complexity. We train two variants of CNNs with multiple architectures , all limited to a maximum of ten convolution layers to obtain an accuracy of 93.27% on the Fashion-MNIST dataset and 86.40% on the CIFAR 10 dataset. We further probe the adversarial robustness of the model as well the classspecific behavior by visualizing the class confusion matrix.We also show some preliminary results towards extending a trained variant to zero-shot learning.
books
My books
wordmemo
Help you learn english vocabularies
worddb
word file repo
keras-resnet
Residual networks implementation using Keras-1.0 functional API
doclib
my note lib
NeteaseCloudMusicApi
网易云音乐 Node.js API service
MKOnlineMusicPlayer
孟坤在线音乐播放器，基于 Meting
DeDRM_tools
DeDRM tools for ebooks
deeplearningbook-chinese
Deep Learning Book Chinese Translation
kaggle-titanic
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
zdict
The last online dictionary framework you need. (?)
pyocr
A Python wrapper for Tesseract and Cuneiform
deep-visualization-toolbox
DeepVis Toolbox
How-to-score-0.8134-in-Titanic-Kaggle-Challenge
Solution of the Titanic Kaggle competition
k-vim
vim配置
mkdocs-material
A Material Design theme for MkDocs
Zero-Shot-Learning
Project Repository of my Summer Research Project - Zero Shot Learning for object detection
test-driven-django-development
This repository contains materials for a San Diego Python workshop on learning Django with test inspired development
farlandliu
blog
use_vim_as_ide
use vim as IDE
hexo-theme-material
Material Design theme for hexo.
hexo-theme-next
Elegant theme for Hexo.
ss_smart_proxy_raspberry
raspberry smart proxy
shadowsocks-windows
If you want to keep a secret, you must also hide it from yourself.
gfwlist
The one and only one gfwlist here
shadowsocks-libev
libev port of shadowsocks
spf13-vim
The ultimate vim distribution