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Hi there šŸ‘‹

  • šŸ”­ Iā€™m currently working on deep video understanding, medical image analysis, emotion recognition.
  • šŸŒ± Iā€™m currently learning new things.
  • šŸ’¬ Ask me about my projects/repos.
  • šŸ“« How to reach me: šŸ“Ø donhutai (at) gmail.com / https://dntai.vneasy.net

Tai Do's Projects

handson-ml2 icon handson-ml2

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-res-mapping icon high-res-mapping

High Resolution Class Activation Mapping for Discriminative Feature Localization

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

icpc-notebook icon icpc-notebook

Notebook that contains reference for several competitive programming algorithms used on ACM's ICPC.

in-your-face icon in-your-face

Neural networks for facial recognition using Keras and the LFW Face Database.

kaggle-mnist icon kaggle-mnist

Simple ConvNet to classify digits from the famous MNIST dataset

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

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.

kdsb17 icon kdsb17

Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017

kedro icon kedro

A Python library for building robust production-ready data and analytics pipelines.

keras-fp16-test icon keras-fp16-test

Evaluating deep learning models with float16 dtype in Keras, float16 inference

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-openface icon keras-openface

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

keras-sharp icon keras-sharp

An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

keras-vgg16-places365 icon keras-vgg16-places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

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