Name: Tai Do
Type: User
Company: Pattern Recognition Lab
Bio: PostDoc at Pattern Recognition Lab
Department of Artificial Intelligent Convergence, Chonnam National University, Gwangju, Korea
Location: Chonnam National University, Gwangju, Korea
Blog: http://dntai.github.io
Tai Do's Projects
This is the implementation of Hand Tracking with Kinect using OpenCV.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
High Resolution Class Activation Mapping for Discriminative Feature Localization
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
A project of my AI class at Chonnam National University
Notebook that contains reference for several competitive programming algorithms used on ACM's ICPC.
Neural networks for facial recognition using Keras and the LFW Face Database.
Data Mining
Face Analysis Project on MXNet and PyTorch
@PR class
IPMI2019 paper - Melanoma Recognition via Visual Attention
My lab assignments for IT138IU Data Science & Data Visualization course at HCMIU.
How to setup a jupyterlab server in Windows 10
An ongoing list of pandas quirks
Codes for Kaggle Competitions
Simple ConvNet to classify digits from the famous MNIST dataset
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
A Python library for building robust production-ready data and analytics pipelines.
Reference implementations of popular deep learning models.
Evaluating deep learning models with float16 dtype in Keras, float16 inference
Keras implementations of Generative Adversarial Networks.
mtcnn face detection transplanted to keras
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK
Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification
VGGFace implementation with Keras Framework
Keras version of Realtime Multi-Person Pose Estimation project