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🚀 Topic 28: Model Deployment Basics

Course: Computer Vision — Topic 28 of Section 3: Deep Learning for CV Level: ⭐⭐⭐ Intermediate Prev:…

Overview

🚀 Topic 28: Model Deployment Basics — Quick Facts

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Scenario: Format

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Cloud GPU: TensorRT FP16

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Cloud CPU: ONNX

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Mobile: TFLite INT8

Topic 1

🎯 Overview

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Model train karna half battle hai…

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Model export: PyTorch → ONNX →…

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Serving: REST API, gRPC, Edge…

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Optimization: Quantization,…

Topic 2

📐 Deployment Pipeline

💡 ` ┌──────────────────────────────────────────────────────────────────┐ │ MODEL DEPLOYMENT…

Topic 3

🐍 Model Deployment — Complete Implementation

🎯 `python ============================================================ Model Deployment…

Topic 4

📊 Deployment Strategy Guide

Topic 5

❓ Quiz — 5 MCQs

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A) Sirf PyTorch support karti hai

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B) Framework-independent —…

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C) Model size zero ho jaata hai

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D) Training bhi ONNX me hoti hai

Topic 6

🔗 Navigation

✨ ⬅️ Previous: 27-Image-Classification-Project.md | ➡️ Next: 29-Object-Detection-Intro.md…

Quick Quiz

Quiz — Question 1

🚀 Topic 28: Model Deployment Basics ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🚀 Topic 28: Model Deployment Basics ka 'Cloud GPU' kya hai?

Complete! 🎉

🚀 Topic 28: Model Deployment Basics Complete!

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