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๐ŸงŠ Topic 66: 3D Vision โ€” NeRF, Gaussian Splatting & Point Clouds

Course: Computer Vision โ€” Topic 66 of Section 8: Advanced Topics Prev: 65-Multimodal-CLIP.md |โ€ฆ

Topic 1
โ˜๏ธ

๐ŸŽฏ Overview

๐Ÿ’ก

3D Vision: 2D images se 3D worldโ€ฆ

๐Ÿ”‘

Representations: Point Clouds,โ€ฆ

โšก

Tasks: 3D reconstruction, novelโ€ฆ

๐ŸŽฏ

Applications: AR/VR, robotics,โ€ฆ

Topic 2
๐ŸŒ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ—๏ธ 3D Representations

๐ŸŒ ` 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”‚ 3D Representations โ”‚ โ”‚ โ”‚โ€ฆ
Topic 3
โœจ

๐Ÿ 3D Vision โ€” Complete Implementation

๐Ÿ’ก

Input: 3D position + viewingโ€ฆ

๐Ÿ”‘

Output: color + density

โšก

Scene = millions of 3D Gaussians

๐ŸŽฏ

Each Gaussian: position,โ€ฆ

Topic 4
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) Sirf depth

๐Ÿ”‘

B) Color (RGB) + Density (ฯƒ) โœ…

โšก

C) Bounding box

๐ŸŽฏ

D) Segmentation mask

Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ”— Navigation

๐Ÿ“ก โฌ…๏ธ Previous: 65-Multimodal-CLIP.md | โžก๏ธ Next: 67-Autonomous-Driving.md Pro Tip: ๐ŸงŠ 3Dโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐ŸงŠ Topic 66: 3D Vision โ€” NeRF, Gaussian Splatting & Point Clouds ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐ŸงŠ Topic 66: 3D Vision โ€” NeRF, Gaussian Splatting & Point Clouds Complete!

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