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๐Ÿ—๏ธ Topic 20: CNN Architectures โ€” LeNet to Modern Networks

Course: Computer Vision โ€” Topic 20 of Section 3: Deep Learning for CV Level: โญโญโญโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ—๏ธ Topic 20: CNN Architectures โ€” LeNet to Modern Networks โ€” Quick Facts

๐Ÿ“Œ

Architecture: Year

๐ŸŽฏ

LeNet-5: 1998

โšก

AlexNet: 2012

๐Ÿ”‘

VGG-16: 2014

Topic 1
โœจ

๐ŸŽฏ Overview

๐Ÿ’ก

CNN architectures history: LeNet โ†’โ€ฆ

๐Ÿ”‘

Har architecture ne ek key problemโ€ฆ

โšก

Modern trend: deeper networks +โ€ฆ

Topic 2
โœจ

๐Ÿ“š Architecture Timeline

๐Ÿ“ก ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ CNNโ€ฆ
Topic 3
โœจ

๐Ÿ CNN Architectures โ€” Implementation

๐Ÿ”— `python ============================================================ CNN Architectures โ€”โ€ฆ
Topic 4
๐Ÿ›œ

๐Ÿ“Š Architecture Quick Reference

๐Ÿ›œ | Architecture | Year | Depth | Params | Key Innovation |โ€ฆ
Topic 5
โšก

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) 1ร—1 convolutions

๐Ÿ”‘

B) ReLU activation + GPU trainingโ€ฆ

โšก

C) Skip connections

๐ŸŽฏ

D) Only 3ร—3 filters

Topic 6
๐Ÿ”ง ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”— Navigation

๐Ÿ”ง โฌ…๏ธ Previous: 19-CNN-Fundamentals.md | โžก๏ธ Next: 21-Transfer-Learning.md Pro Tip: ๐Ÿ—๏ธ Newโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ—๏ธ Topic 20: CNN Architectures โ€” LeNet to Modern Networks ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ—๏ธ Topic 20: CNN Architectures โ€” LeNet to Modern Networks ka 'LeNet-5' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ—๏ธ Topic 20: CNN Architectures โ€” LeNet to Modern Networks Complete!

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