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🎨 Topic 73: Project — Image Segmentation Application

Course: Computer Vision — Topic 73 of Section 9: Projects & Career Prev:…

Overview

🎨 Topic 73: Project — Image Segmentation Application — Quick Facts

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Topic 1

🎯 Overview

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Project 3: Image Segmentation…

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Use cases: medical imaging,…

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Models: U-Net, SegFormer, SAM…

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End-to-end: annotate masks → train…

Topic 2

📋 Segmentation Project Architecture

💡 ` ┌──────────────────────────────────────────────────────────┐ │ Image Segmentation…

Topic 3

🐍 Complete Segmentation Project

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Click (foreground/background…

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Bounding box

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Text prompt (via Grounding DINO +…

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Automatic (everything mode)

Topic 4

❓ Quiz — 5 MCQs

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A) Only MSE

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B) CrossEntropy + Dice Loss…

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C) Only L1

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D) Hinge loss

Topic 5

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Quick Quiz

Quiz — Question 1

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Complete! 🎉

🎨 Topic 73: Project — Image Segmentation Application Complete!

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