Aliens School
Cinematic Knowledge Experience
0%
Aliens School
Now Playing
Aliens School ยท HIEN
โŒจ๏ธ Keyboard Shortcuts
โ†’Next slide โ†Previous slide SpacePlay / Pause MNarration on/off FFullscreen ?Show/hide this
Press any key to close
Skill Topic ยท Cinematic

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao!

Aliens School โ€” AI Series #70 Hinglish mein Computer Vision samjho! ๐Ÿš€

Overview
๐ŸŒŸ

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao! โ€” Quick Facts

๐Ÿ“Œ

Model: Year

๐ŸŽฏ

LeNet: 1998

โšก

AlexNet: 2012

๐Ÿ”‘

VGG: 2014

Topic 1
๐Ÿค–

๐Ÿ’ก Computer Vision Kya Hai?

๐Ÿค– ` 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”‚ Computer Vision = AI ko IMAGES aurโ€ฆ
Topic 2
โœจ

๐ŸŽฏ Computer Vision Tasks

๐Ÿง  ` 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”‚ 1. IMAGE CLASSIFICATION โ”‚ โ”‚ "Yeh kyaโ€ฆ
Topic 3
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ“ท How Computers "See" Images

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”‚ IMAGE = Grid of PIXELS โ”‚ โ”‚ โ”‚ โ”‚โ€ฆ
Topic 4
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ” Image Processing Steps

โšก ` Raw Image โ”‚ โ–ผ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Preprocessingโ”‚ โ†’ Resize, normalize (0-1)โ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿง  CNN โ€” The Vision Engine

๐ŸŽฏ ` 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”‚ CNN = Convolutional Neural Network โ”‚โ€ฆ
Topic 6
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“Š Famous CV Models

๐Ÿ”ฎ | Model | Year | Task | Key Innovation | |-------|------|------|----------------| | LeNetโ€ฆ
Topic 7
โœจ

๐ŸŽญ Face Recognition Pipeline

๐ŸŒ ` ๐Ÿ“ท Input Image โ”‚ โ–ผ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Face โ”‚ โ†’ Detect face location โ”‚ Detection โ”‚โ€ฆ
Topic 8
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ—๏ธ Object Detection โ€” YOLO

๐Ÿ“Š ` 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”‚ YOLO = You Only Look Once โ”‚ โ”‚โ€ฆ
Topic 9
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ’ป JavaScript Example

๐Ÿค– `javascript // Simple Image Classification Concept // (Using pixel analysis forโ€ฆ
Topic 10
๐Ÿง  ๐Ÿ“Š ๐Ÿ”ฌ

๐ŸŒ Real-World Applications

๐Ÿง  ` 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”‚ ๐Ÿš— Self-Driving Cars โ”‚ โ”‚ road,โ€ฆ
Topic 11
๐Ÿ”’

โ“ Quiz

๐Ÿ’ก

a) Sirf label deta hai

๐Ÿ”‘

b) Label + location (bounding box)โ€ฆ

โšก

c) Image generate karta hai

๐ŸŽฏ

a) Your Own Learning Output

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao! ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao! ka 'LeNet' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao! Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿ‘๏ธ Computer Vision โ€” AI Ko Dekhna Sikhaao! Complete

1/16
0:00
REC 00:00ESC=Cancel
Aliens School
3
Recording shuru hone wali hai...
โœ…
Recording Complete
Video process ho rahi hai...
Live Class
Slide 1 / 7
Timer
00:00
๐Ÿ“ Speaker Notes
โ€”
โญ๏ธ Up Next
โ€”
โ€”
๐Ÿ—‚๏ธ All Slides