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Save, Load and Inference From TensorFlow Frozen Graph

 03-07-2019 08-03-2020 blog 14 minutes read (About 2065 words)
Filling a Missing Part in TensorFlow Inference

 
TensorFlow  
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Use Focal Loss To Train Model Using Imbalanced Dataset

 03-04-2019 06-30-2019 blog 12 minutes read (About 1859 words)
Understand the Advantages of Focal Loss in Object Detection

 
Computer Vision, 
Object Detection  
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Ubuntu 18.04 LTS No Sound Fix

 02-24-2019 02-24-2019 blog 6 minutes read (About 952 words)
A 24-Hour Debug Experience

 
Ubuntu, 
Linux  
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Simple GitHub Backup Tutorial

 01-27-2019 01-27-2019 blog 2 minutes read (About 313 words)
Clone All Your Repositories to Local Computer

 
GitHub  
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Batch Normalization Explained

 09-07-2018 05-31-2019 blog 6 minutes read (About 961 words)
Fill More Holes in Deep Learning

 
Deep Learning  
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Guide to TensorFlow Dataset API

 08-11-2018 08-11-2018 blog 17 minutes read (About 2481 words)
Harness TensorFlow Dataset API for Real Applications

 
TensorFlow  
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Image Pyramids and Its Applications in Deep Learning

 08-04-2018 08-04-2018 blog 8 minutes read (About 1137 words)
Traditional Computer Vision Techniques Boosted Deep Learning

 
Deep Learning, 
Computer Vision  
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Maximum Likelihood Estimation of N-Gram Model Parameters

 06-09-2018 04-30-2025 blog 9 minutes read (About 1417 words)
Mathematical Proof of the Maximum Likelihood Estimation of N-Gram Model Parameters

 
Probability, 
Natural Language Processing  
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Jupyter Notebook on Docker

 05-21-2018 05-21-2018 blog 4 minutes read (About 588 words)
Using Jupyter Notebook on Docker

 
Docker, 
Jupyter Notebook  
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TensorBoard on Docker

 05-15-2018 05-15-2018 blog 4 minutes read (About 559 words)
Visualization of TensorBoard on Docker

 
TensorFlow, 
TensorBoard, 
Docker  
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LogSumExp and Its Numerical Stability

 05-04-2018 05-04-2018 blog 3 minutes read (About 449 words)
Never Jump Out of Log Domain

 
Numerical Stability  
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Setting Up Jekyll Site Locally

 04-01-2018 12-31-2020 blog 6 minutes read (About 837 words)
Some Jekyll Notes

 
Web Development  
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Lei Mao

Lei Mao

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