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jun-devpBlog
Media Informatics
Deep Learning
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Deep Learning
jun-devpBlog
This publication is to organize and post what I’ve studied
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Deep Learning
jun94
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jun-devpBlog
Apr 8
[MMDet3D] How to Infer — 3D Box Coordinates
In this article, we will go over how to use MMDet3D in order to retrieve…
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jun94
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jun-devpBlog
Dec 28, 2020
[DL] 13. Convolution and Pooling Variants (Dilated Convolution, SPP, ASPP)
1. Dilated Convolution
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4
jun94
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jun-devpBlog
Dec 28, 2020
[DL] 12. Unsampling: Unpooling and Transpose Convolution
1. Motivation
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31
jun94
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jun-devpBlog
Mar 24, 2020
[DL] 11. RNN 2(Bidirectional, Deep RNN, Long term connection)
Bidrectional RNN, Deep RNN…
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50
jun94
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jun-devpBlog
Mar 22, 2020
[DL] 10. RNN 1
RNN, Forward and Back propagation, teacher forcing
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jun94
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jun-devpBlog
Mar 19, 2020
[DL] 9. CNN2 (Structure and Architecture of CNN)
Basic Structure and variance of CNN(VGG, AlexNet…
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jun94
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jun-devpBlog
Mar 17, 2020
[DL] 8. CNN 1(Convolutional Neural Network Basics)
Convolution, Correlation, advantages of CNN
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jun-devpBlog
Mar 16, 2020
[DL] 7. Optimization Techniques on Gradient Descent and Learning Rate
SGD, Momentum, Adaptive Learning…
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1
jun94
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jun-devpBlog
Mar 9, 2020
[DL] 6. Regularizer and Data Augmentation
L1, L2, Early Stopping, and Data Augmentation
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jun94
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jun-devpBlog
Mar 8, 2020
[DL] 5. Weight Initialization and Batch Normalization
Basics of the Weight Initialization and Batch…
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11
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