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final-project-level3-cv-19's Introduction

๐Ÿฅฉ๐Ÿฅฉ ์†Œ๊ณ ๊ธฐ ๋‹จ๋ฉด์„ ์ด์šฉํ•œ ํ’ˆ์งˆ ํ‰๊ฐ€ ๐Ÿฅฉ๐Ÿฅฉ

Team - CV - 19์กฐ - ๋นจ๊ฐ„๋ง› - Final Project

๊น€์›์„ ์ •์Šน๊ท  ์ •ํšจ์ฐฌ ์กฐ์ค€ํฌ ํ•œํƒœํ˜ธ

Content

Project Overview

  • ์†Œ๊ณ ๊ธฐ ๋‹จ๋ฉด์„ ์ด์šฉํ•œ ํ’ˆ์งˆ ํ‰๊ฐ€

    • ์‹ค์ƒํ™œ์—์„œ ๋‚ด๊ฐ€ ๋จน๋Š” ๊ณ ๊ธฐ์˜ ์œก์งˆ์„ ํ‰๊ฐ€ํ•ด์ฃผ๋Š”ย ํ•œ์šฐ ๋“ฑ์‹ฌ ๋ถ„๋ฅ˜๊ธฐ

  • ํ”„๋กœ์ ํŠธ ๋ฐฐ๊ฒฝ ๋ฐ ๊ธฐ๋Œ€ํšจ๊ณผ

    • ์†Œ๋น„์ž๋กœ์„œ ์‹ค์ƒํ™œ์—์„œ ๋‚ด๊ฐ€ ๋จน๋Š” ์†Œ๊ณ ๊ธฐ ๋“ฑ๊ธ‰์ด ๋งž๋Š” ์ง€ ๊ฒ€์ฆ
    • ๋ถ€์ŠคํŠธ์บ ํ”„๋ฅผ ํ†ตํ•ด์„œ ๋ฐฐ์šด AI ์ง€์‹์„ ์‹ค์ƒํ™œ์— ํ™œ์šฉ

Dataset

  • ์ถ•์‚ฐ๋ฌผ ํ’ˆ์งˆ(QC) ์ด๋ฏธ์ง€ [https://aihub.or.kr/aidata/30733]

    • Training Dataset: 69,434์žฅ
    • Validation Dataset: 8,679์žฅ

Image_TrainVal

  • ์‹ค์ œ ํŒ๋งค๋˜๋Š” ๋“ฑ์‹ฌ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘

    • Test Dataset: 110์žฅ

Image_Test

Model

Slide12 Slide13 Slide14 Slide15

Product Serving

  • Mobile Application Slide17 Slide20

  • Web Application
    Slide21

final-project-level3-cv-19 created by GitHub Classroom

final-project-level3-cv-19's People

Contributors

wskim-ai avatar kuony avatar han-tae-ho avatar jsg921019 avatar

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