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❓ Topic 56: Visual Question Answering (VQA)

Course: Computer Vision — Topic 56 of Section 6: Specialized Vision Tasks Prev:…

Topic 1

🎯 Overview

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VQA = image + question → answer

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Input: image + "What color is the…

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Types: open-ended,…

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Evolution: CNN+LSTM → Attention →…

Topic 2

🐍 VQA — Complete Implementation

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Faster R-CNN detects objects →…

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Question attends to relevant…

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Question guides which regions to…

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Multi-step reasoning via stacked…

Topic 3

❓ Quiz — 5 MCQs

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A) Exact match

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B) min(count(pred matches in GT…

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C) BLEU score

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D) Cosine similarity

Topic 4

🔗 Navigation

⭐ ⬅️ Previous: 55-Image-Captioning.md | ➡️ Next: 57-Model-Optimization.md Section 6…

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❓ Topic 56: Visual Question Answering (VQA) ka sabse sahi definition kya hai?

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❓ Topic 56: Visual Question Answering (VQA) Complete!

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