Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs

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  
  Read More

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  
  Read More

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  
  Read More

Batch Normalization Explained

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

 
Deep Learning  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More

TensorBoard on Docker

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

 
TensorFlow, 
TensorBoard, 
Docker  
  Read More

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  
  Read More

Setting Up Jekyll Site Locally

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

 
Web Development  
  Read More

Multivariate Gaussian and Covariance Matrix

 03-30-2018 03-30-2018 blog 7 minutes read (About 1057 words)
Fill Up Some Probability Holes

 
Probability, 
Linear Algebra  
  Read More
Previous
Next
  • 1
  • …
  • 42
  • 43
  • 44
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1119

Categories

8

Tags

711

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog520
  • essay282
  • life247
  • miscellaneous2
  • photography20
  • project20
  • reading8

follow.it

Recents

06-30-2025

Load CUDA Kernel at Runtime Using CUDA Driver APIs

blog

06-30-2025

2025 年 5 月和 6 月该入手的模型手办

essay

06-29-2025

寄生虫

essay

06-28-2025

Briones Regional Park - Lafayette Ridge

photography

06-28-2025

Removing Vehicle Registration Sticker

blog

Archives

  • June 202541
  • May 202527
  • April 202521
  • March 202525
  • February 202521
  • See All >>

Tags

Outdoors251
Hiking191
California182
CPP111
Mathematics93
Deep Learning82
CUDA51
Running48
Software Engineering35
Machine Learning34
Python33
Racing31
Statistics31
Linux30
Movie30
Park30
Docker26
Photography26
China25
Museum25
See All >>
Lei Mao's Log Book

© 2017-2025 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×