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Poolings in Deep Learning

 04-19-2019 04-19-2019 blog 5 minutes read (About 731 words)
Funny Relationships Between Max Pooling, SPP Pooling, and ROI Pooling

 
Deep Learning, 
Computer Vision  
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Tensor Physical Layouts on Memory

 04-17-2019 08-23-2021 blog 3 minutes read (About 402 words)
Know Your Tensor!

 
Deep Learning, 
High Performance Computing  
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Introduction to YOLOs

 04-15-2019 04-15-2019 blog 10 minutes read (About 1546 words)
Dig into Some of the Details in YOLO Models

 
Computer Vision, 
Statistics, 
Object Detection  
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Bounding Box Encoding and Decoding in Object Detection

 04-08-2019 04-08-2019 blog 16 minutes read (About 2335 words)
Some Secret Recipes Hard to Find

 
Computer Vision, 
Statistics, 
Object Detection  
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Powerful Gaming and Deep Learning PC Build

 04-06-2019 03-14-2021 blog 15 minutes read (About 2210 words)
Experience, Caveat and Issues

 
PC DIY  
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Unbiased Estimates in Policy Gradient

 03-15-2019 03-15-2019 blog 6 minutes read (About 944 words)
Some Refreshes on Probability and Calculus

 
Reinforcement Learning  
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On-Policy VS Off-Policy In Reinforcement Learning

 03-14-2019 03-14-2019 blog 4 minutes read (About 555 words)
A Reinforcement Learning Basic Concept Memo

 
Artificial Intelligence, 
Reinforcement Learning  
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CUDA Block and Grid

 03-12-2019 03-12-2019 blog 4 minutes read (About 590 words)
Understand the Concept of Block and Grid in CUDA Parallel Computing

 
CUDA  
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Solve Text Editor Sublime 3 Scroll Lag Problem

 03-10-2019 03-10-2019 blog 3 minutes read (About 436 words)
Configure the Best of Your Favorite Text Editor

 
Sublime  
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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  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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