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๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML

MLOps Series #43 โ€” Model ko edge par deploy karo โ€” phone, IoT, browser, embedded devices! Lowโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML โ€” Quick Facts

๐Ÿ“Œ

Runtime: Platform

๐ŸŽฏ

TFLite: Android/iOS/IoT

โšก

CoreML: iOS/macOS

๐Ÿ”‘

ONNX RT: Cross-platform

Topic 1
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ’ก Edge Deployment Architecture

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”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ EDGE ML ECOSYSTEM โ”‚ โ”‚ โ”‚ โ”‚โ€ฆ
Topic 2
โœจ

๐Ÿ“Š Edge Runtime Comparison

๐Ÿ”ฌ | Runtime | Platform | Model Format | Size | GPU | Offline |โ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ’ป Edge Deployment Manager

๐Ÿ“ˆ `python ============================================ Edge ML Deployment Managerโ€ฆ
Topic 4
โœจ

โ“ Quiz

๐Ÿ’ก

a) Higher accuracy

๐Ÿ”‘

b) Low latency + privacy โ€” dataโ€ฆ

โšก

c) Cheaper GPUs

๐ŸŽฏ

a) Accuracy badhti hai

Comparison
โœจ

๐Ÿ“Š Edge Runtime Comparison

โš–๏ธ

TFLite: Android/iOS/IoT

โš–๏ธ

CoreML: iOS/macOS

โš–๏ธ

ONNX RT: Cross-platform

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML ka 'TFLite' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿ“ฑ Edge Deployment โ€” Mobile, IoT, On-Device ML Complete

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