taoyao1221's repositories
straug
Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.
numpy-100
100 numpy exercises (100% complete)
subsampled_cubic_regularization
Source code for "Sub-sampled Cubic Regularization for Non-convex Optimization", JM Kohler, A Lucchi, https://arxiv.org/abs/1705.05933
cubic_reg
Implementation of Nesterov and Polyak's (2006) cubic regularization algorithm and Cartis et al's (2011) adaptive cubic regularization algorithm
taoyao1221.github.io
my blog!
GOSE
local minima finding algorithm that can escape from saddle point in one step
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
KnowledgeGraph
知识图谱车音工作项目
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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.
Vehicle-Logo-Recognition
vehicle logo location and recognition
simplified-deeplearning
Simplified implementations of deep learning related works
rude-carnie
Age/Gender detection in Tensorflow
deeplearning.ai
The notes and answers of Adrew Ng's coursera course: deeplearning.ai
tensorflow
Computation using data flow graphs for scalable machine learning
style-transfer
The api server of style transfer
sift_registration
implement image registration with sift method
models
Models built with TensorFlow
Semantic-UI
Semantic is a UI component framework based around useful principles from natural language.
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.
DIGITS
Deep Learning GPU Training System
DLND
Udacity - Deep Learning Nano Degree, Materials and Projects
flasky
Companion code to my O'Reilly book "Flask Web Development".
Hello-world
store ideas
DLND-1
Udacity Deep Learning Foundations Nanodegrees
colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.