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๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision

Deep Learning Series #17 โ€” LeNet, AlexNet, VGG, ResNet, EfficientNet! ImageNet competition ne CNNโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision โ€” Quick Facts

๐Ÿ“Œ

Model: Year

๐ŸŽฏ

LeNet-5: 1998

โšก

AlexNet: 2012

๐Ÿ”‘

VGG-16: 2014

Topic 1
โœจ

๐Ÿ’ก CNN Evolution Timeline

๐Ÿ—๏ธ ` 1998 2012 2014 2015 2017 2019 2021 โ”‚ โ”‚ โ”‚ โ”‚ โ”‚ โ”‚ โ”‚ โ–ผ โ–ผ โ–ผ โ–ผ โ–ผ โ–ผ โ–ผ LeNet โ†’ AlexNet โ†’ VGG โ†’โ€ฆ
Topic 2
โœจ

๐Ÿ“Š Architecture Comparison

๐Ÿ“ | Model | Year | Depth | Params | Top-5 Err | Key Innovation |โ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ’ป Complete Code

๐Ÿ”ง `python ============================================= Famous CNN Architectures โ€” Completeโ€ฆ
Topic 4
โœจ

โ“ Quiz

๐Ÿ’ก

a) Bigger model

๐Ÿ”‘

b) SKIP CONNECTIONS (residualโ€ฆ

โšก

c) More data

๐ŸŽฏ

a) Standard hai

Comparison
โœจ

๐Ÿ“Š Architecture Comparison

โš–๏ธ

LeNet-5: 1998

โš–๏ธ

AlexNet: 2012

โš–๏ธ

VGG-16: 2014

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision ka 'LeNet-5' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

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๐Ÿ›๏ธ Famous CNN Architectures โ€” Milestones of Computer Vision Complete

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