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๐Ÿ—๏ธ Topic 71: Project โ€” Image Classification App (End-to-End)

Course: Computer Vision โ€” Topic 71 of Section 9: Projects & Career Prev: 70-AI-Ethics-CV.md | Next:โ€ฆ

Topic 1
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐ŸŽฏ Overview

๐Ÿ’ก

Project 1: Complete Imageโ€ฆ

๐Ÿ”‘

Dataset selection โ†’ preprocessingโ€ฆ

โšก

Transfer learning with pretrainedโ€ฆ

๐ŸŽฏ

Production deployment: FastAPI +โ€ฆ

Topic 2
๐Ÿ’ก ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“‹ Project Architecture

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”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Image Classification Appโ€ฆ
Topic 3
โœจ

๐Ÿ Complete Image Classification Project

๐ŸŽฏ `python ============================================================ Project: Imageโ€ฆ
Topic 4
โญ

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) Training slow karne ke liye

๐Ÿ”‘

B) ImageNet features reuse โ†’ lessโ€ฆ

โšก

C) Model size badhane ke liye

๐ŸŽฏ

D) Only for research

Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ”— Navigation

๐Ÿ”‘ โฌ…๏ธ Previous: 70-AI-Ethics-CV.md | โžก๏ธ Next: 72-Project-Object-Detection.md Section 9โ€ฆ
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