DL : CNN & Computer vision

Part 4.2 of Deep Learning Specialization

Nut Pisit.
Apr 3 · 3 min read

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Classification — Localization — Detection

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Object Localization

boundary center (bx, by)

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Anchor box for Overlapping objects

For each sliding window,

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Object Detection — YOLO algorithm (You Look Only Once)

1. Slide image into small windows

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2. Predict class & boundary box of each window

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- Boundary of objects found in each window

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Face Verification — Face Recognition

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Face Verification

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Neural Style Transfer

Content image + Style image = Generated image

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Loss Function = (Wc* Lcontent) + (Ws * Lstyle)

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Reference

Deep Learning Specialization: Convolutional Neural Network (Coursera) (Youtube)

Coursera's Deep Learning Masterclass – mc.ai

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