Skill Topic · Cinematic

📷 CNN — Convolutional Neural Networks (Image Recognition)

Aliens School — AI Series #59 Hinglish mein CNNs samjho — Images ka AI! 🚀

Overview

📷 CNN — Convolutional Neural Networks (Image Recognition) — Quick Facts

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Name: Year

🎯

LeNet-5: 1998

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AlexNet: 2012

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VGGNet: 2014

Topic 1

💡 CNN Kya Hai?

🌐 ` ┌──────────────────────────────────────────────┐ │ CNN = Convolutional Neural Network │…

Topic 2

🏗️ CNN Architecture

📡 ` INPUT CONV POOL CONV POOL DENSE OUTPUT IMAGE LAYER LAYER LAYER LAYER LAYER LAYER ┌───┐…

Topic 3

🔍 Convolution Operation

🔗 ` INPUT IMAGE (5×5): FILTER/KERNEL (3×3): ┌───┬───┬───┬───┬───┐ ┌───┬───┬───┐ │ 1 │ 0 │ 1…

Topic 4

🏊 Pooling Layer

🛜 ` MAX POOLING (2×2): Output: ┌───┬───┬───┬───┐ ┌───┬───┐ │ 1 │ 3 │ 2 │ 4 │ │ 3 │ 4 │ (max…

Topic 5

🧠 Har Layer Kya Seekhti Hai

⚡ ` ┌──────────────────────────────────────────────┐ │ Layer 1: EDGES │ │ ─ │ ╱ ╲…

Topic 6

📊 Famous CNN Architectures

Topic 7

🌍 CNN Applications

💻 ` ┌──────────────────────────────────────────────┐ │ 📷 Image Classification │ │ → "Yeh…

Topic 8

💻 CNN in TensorFlow.js

🏗️ `javascript const model = tf.sequential(); // Convolutional Layer 1…

Topic 9

❓ Quiz

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a) Text processing

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b) Image recognition ✅

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c) Audio/speech

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a) New features add karta hai

Quick Quiz

Quiz — Question 1

📷 CNN — Convolutional Neural Networks (Image Recognition) ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

📷 CNN — Convolutional Neural Networks (Image Recognition) ka 'LeNet-5' kya hai?

Complete! 🎉

📷 CNN — Convolutional Neural Networks (Image Recognition) Complete!

Aliens School · HIEN · Cinematic Knowledge

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