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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  
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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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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  
  Read More

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

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  
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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  
  Read More

CycleGAN Voice Converter

 06-13-2018 06-13-2018 project 8 minutes read (About 1182 words)
CycleGAN-Based Voice Conversions

 
Machine Learning, 
Deep Learning, 
Generative Adversarial Networks, 
Computer Vision  
  Read More

CycleGAN Image Converter

 06-10-2018 06-10-2018 project 9 minutes read (About 1287 words)
CycleGAN-Based Image-to-Image Translations

 
Machine Learning, 
Deep Learning, 
Generative Adversarial Networks, 
Computer Vision  
  Read More
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Lei Mao

Lei Mao

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Santa Clara, California

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