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Camera Intrinsics and Extrinsics

 08-21-2022 08-21-2022 blog 11 minutes read (About 1723 words)
3D World Coordinates to 2D Image Coordinates

 
Computer Vision, 
Mathematics  
  Read more

YUV Color Encoding and Chroma Subsampling

 05-18-2022 05-18-2022 blog 4 minutes read (About 633 words)
Transmission Efficient Color Encoding

 
Computer Vision, 
YUV, 
Chroma Subsampling  
  Read more

Inspecting COCO Dataset Using COCO API

 08-03-2021 08-03-2021 blog 6 minutes read (About 868 words)
COCO Dataset Exploration

 
Computer Vision, 
Semantic Segmentation, 
Object Detection, 
COCO  
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Mean Average Precision mAP for Object Detection

 04-12-2021 04-12-2021 blog 9 minutes read (About 1341 words)
Common Detection Evaluation Metric

 
Deep Learning, 
Computer Vision, 
Object Detection  
  Read more

YOLO v2 Reorg Layer Explained

 04-24-2019 04-24-2019 blog 18 minutes read (About 2716 words)
The Most Detailed Explanation on Reorg Layer

 
Deep Learning, 
Computer Vision  
  Read more

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  
  Read more

Introduction to YOLOs

 04-15-2019 04-15-2019 blog 10 minutes read (About 1542 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  
  Read more

Use Focal Loss To Train Model Using Imbalanced Dataset

 03-04-2019 06-30-2019 blog 12 minutes read (About 1858 words)
Understand the Advantages of Focal Loss in Object Detection

 
Computer Vision, 
Object Detection  
  Read more

Semantic Segmentation Using DeepLab V3

 12-11-2018 12-11-2018 project 5 minutes read (About 751 words)
Straightforward Implementation of DeepLab V3

 
Deep Learning, 
Computer Vision, 
Semantic Segmentation  
  Read more
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Lei Mao

Lei Mao

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Santa Clara, California

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