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ToI_ComputerVision

Computer Vision Study & Practice with Google Colab, OpenCV, VSCode

๐Ÿญ Twelve Animal Face Camera ๐Ÿ“ธ

์‹ญ์ด์ง€์‹  ์Šคํ‹ฐ์ปค & ํ•ธ๋“œ ์ œ์Šค์ฒ˜ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ์นด๋ฉ”๋ผ




"๋‚ด ์–ผ๊ตด์— ์ฐฐ๋–ก์ธ ์‹ญ์ด์ง€์‹  ๋™๋ฌผ์€?"
์†๊ฐ€๋ฝ ์ œ์Šค์ฒ˜๋กœ ์Šคํ‹ฐ์ปค๋ฅผ ๋ฐ”๊พธ๊ณ , ํ•„ํ„ฐ๋ฅผ ์ž…ํ˜€ ์ธ์ƒ์ƒท์„ ๋‚จ๊ฒจ๋ณด์„ธ์š”!


๐Ÿ“ Project Overview

์ด ํ”„๋กœ์ ํŠธ๋Š” OpenCV์™€ MediaPipe๋ฅผ ํ™œ์šฉํ•œ ์‹ค์‹œ๊ฐ„ ์–ผ๊ตด ์ธ์‹ ์Šคํ‹ฐ์ปค ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์ž…๋‹ˆ๋‹ค.

๋‹จ์ˆœํ•œ ํ•ฉ์„ฑ์„ ๋„˜์–ด, Hand Tracking์„ ํ†ตํ•ด ๋งˆ์šฐ์Šค๋‚˜ ํ‚ค๋ณด๋“œ ์—†์ด ์†๋™์ž‘๋งŒ์œผ๋กœ UI๋ฅผ ์ œ์–ดํ•  ์ˆ˜ ์žˆ๋Š” ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒํ•œ ๊ฒฝํ—˜์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ“ฑ ์‹œ์—ฐ ์ด๋ฏธ์ง€

image
์‹ค์ œ ์•ฑ ๊ตฌ๋™ ํ™”๋ฉด์ž…๋‹ˆ๋‹ค.

โœจ Key Features

๊ธฐ๋Šฅ (Function) ์„ค๋ช… (Description)
๐Ÿญ 12 Zodiac Stickers ์ฅ, ์†Œ, ํ˜ธ๋ž‘์ด ๋“ฑ 12๊ฐ€์ง€ ๋™๋ฌผ ์Šคํ‹ฐ์ปค๊ฐ€ ์–ผ๊ตด ๊ฐ๋„์— ๋งž์ถฐ ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ํ•ฉ์„ฑ๋ฉ๋‹ˆ๋‹ค.
๐Ÿ‘† Touch UI ํ™”๋ฉด ์ขŒ์ธก ๋ฉ”๋‰ด์™€ ํ•˜๋‹จ ์ดฌ์˜ ๋ฒ„ํŠผ์„ ์†๊ฐ€๋ฝ ๊ฒ€์ง€๋กœ ํ„ฐ์น˜ํ•˜์—ฌ ์ œ์–ดํ•ฉ๋‹ˆ๋‹ค.
๐ŸŽจ Live Filters ๋นˆํ‹ฐ์ง€, ํ™”์‚ฌํ•จ, ํ‘๋ฐฑ ๋“ฑ 7๊ฐ€์ง€ ๋‹ค์–‘ํ•œ ์ƒ‰๊ฐ ํ•„ํ„ฐ๋ฅผ ์‹ค์‹œ๊ฐ„์œผ๋กœ ์ ์šฉํ•ฉ๋‹ˆ๋‹ค.
๐Ÿ“ธ Smart Capture ์†๊ฐ€๋ฝ์œผ๋กœ ๋ฒ„ํŠผ์„ ๋ˆ„๋ฅด๊ฑฐ๋‚˜ C ํ‚ค๋ฅผ ๋ˆ„๋ฅด๋ฉด 3์ดˆ ์นด์šดํŠธ๋‹ค์šด ํ›„ ์‚ฌ์ง„์ด ์ž๋™ ์ €์žฅ๋ฉ๋‹ˆ๋‹ค.

๐Ÿ› ๏ธ Tech Stack

๊ธฐ์ˆ  (Tech) ์—ญํ•  (Role)
๐Ÿค– MediaPipe Face ์–ผ๊ตด ์œ„์น˜๋ฅผ ์‹ค์‹œ๊ฐ„์œผ๋กœ ์ธ์‹ํ•˜๊ณ  ์Šคํ‹ฐ์ปค๊ฐ€ ๋ถ™์„ ์ขŒํ‘œ(์ค‘์‹ฌ์ )๋ฅผ ๊ณ„์‚ฐ
โœ‹ MediaPipe Hands ๊ฒ€์ง€ ์†๊ฐ€๋ฝ ๋(INDEX_FINGER_TIP)์„ ์ถ”์ ํ•˜์—ฌ ํ—ˆ๊ณต ํ„ฐ์น˜(๊ฐ€์ƒ ํด๋ฆญ) ๊ตฌํ˜„
๐Ÿ“ท OpenCV ์›น์บ  ์˜์ƒ ์บก์ฒ˜, ์Šคํ‹ฐ์ปค ํ•ฉ์„ฑ, ์ด๋ฏธ์ง€ ํ•„ํ„ฐ๋ง ๋ฐ ์ „์ฒด์ ์ธ ํ™”๋ฉด ์ฒ˜๋ฆฌ
๐ŸŽจ Pillow (PIL) OpenCV์—์„œ ์ง€์›ํ•˜์ง€ ์•Š๋Š” ํ…์ŠคํŠธ(UI ๋ฉ”๋‰ด, ์•ˆ๋‚ด ๋ฉ”์‹œ์ง€)๋ฅผ ๊นจ์ง ์—†์ด ๋ Œ๋”๋ง
๐Ÿ”ข NumPy ํˆฌ๋ช… ๋ฐฐ๊ฒฝ(Alpha Channel)์ด ์žˆ๋Š” ์Šคํ‹ฐ์ปค ์ด๋ฏธ์ง€๋ฅผ ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ํ•ฉ์„ฑํ•˜๊ธฐ ์œ„ํ•œ ๋ฐฐ์—ด ์—ฐ์‚ฐ

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Computer Vision Study & Practice with Python

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