taoyao1221

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

style-transfer

The api server of style transfer

Agriculture_KnowledgeGraph

农业知识图谱：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

cubic_reg

Implementation of Nesterov and Polyak's (2006) cubic regularization algorithm and Cartis et al's (2011) adaptive cubic regularization algorithm

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Deep-Learning

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepdream

deeplearning.ai

The notes and answers of Adrew Ng's coursera course: deeplearning.ai

DIGITS

Deep Learning GPU Training System

DLND

Udacity - Deep Learning Nano Degree, Materials and Projects

DLND-1

Udacity Deep Learning Foundations Nanodegrees

flasky

Companion code to my O'Reilly book "Flask Web Development".

GOSE

local minima finding algorithm that can escape from saddle point in one step

Hello-world

store ideas

KnowledgeGraph

知识图谱车音工作项目

models

Models built with TensorFlow

numpy-100

100 numpy exercises (100% complete)

Object_detection_mAP

rude-carnie

Age/Gender detection in Tensorflow

Semantic-UI

Semantic is a UI component framework based around useful principles from natural language.

sift_registration

implement image registration with sift method

simplified-deeplearning

Simplified implementations of deep learning related works

straug

Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

subsampled_cubic_regularization

Source code for "Sub-sampled Cubic Regularization for Non-convex Optimization", JM Kohler, A Lucchi, https://arxiv.org/abs/1705.05933

taoyao1221.github.io

my blog!

tensorflow

Computation using data flow graphs for scalable machine learning

training-data-generator

Generates artificial training data for use with machine learning. More specifically, it currently generates perspective transformed QR codes for the purpose of neural network based detection of QR codes. May output information about the generated pictures in CSV or JSON format. Work in progress.

userguide

User guide for Dato's Machine Learning Platform.

Vehicle-Logo-Recognition

vehicle logo location and recognition