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Competition Table

๊ตฌ๋ถ„ ์ฃผ๊ด€ ํ”„๋กœ์ ํŠธ ๋ช… ์„ค๋ช… ๊ด€๋ จ ๊ธฐ์ˆ  ๊ฒฐ๊ณผ
Dacon ํ•œ๊ตญ์›์ž๋ ฅ ์—ฐ๊ตฌ์› ์ง„๋™ ๋ฐ์ดํ„ฐ ํ™œ์šฉ ์ถฉ๋Œ์ฒด ํƒ์ง€ - ํ•œ๊ตญ์›์ž๋ ฅ ์—ฐ๊ตฌ์› ์ถฉ๋Œ์ฒด์˜ ๊ฐ€์†๋„ ์„ผ์„œ๋กœ ์ถฉ๋Œ ์œ„์น˜(X, Y)์™€ ์งˆ๋Ÿ‰(M), ์ถฉ๋Œ ์†๋„(V)๋ฅผ ์˜ˆ์ธก time series analysis 6์œ„
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ Naver Naver AI Hackathon 2018 ์ด๋ฏธ์ง€๋ฅผ ์ด์šฉํ•˜์—ฌ ์ด๋ฏธ์ง€๋ฅผ ๊ฒ€์ƒ‰ํ•˜๋Š” ๋ชจ๋ธ์„ ๊ฐœ๋ฐœ ํ•˜๋Š” ๊ฒƒ์ด๋ฉฐ ์ด๋ฏธ์ง€๋“ค ๊ฐ„์˜ ์œ ์‚ฌ๋„๋ฅผ ์ธก์ •ํ•˜์—ฌ ๊ฐ€์žฅ ๋น„์Šทํ•œ ๊ฒƒ๋ถ€ํ„ฐ ๋‚˜์—ด image retrieval 10์œ„
Kaggle Bengali.AI Handwritten Grapheme Classification Bengali ์†๊ธ€์”จ ์‚ฌ์ง„์„ grapheme root, consonant diacritic, vowel diacritic์„ ๋ถ„๋ฅ˜ multi-classification ๋™๋ฉ”๋‹ฌ ์ƒ์œ„ 10%
Kaggle Freesound Freesound Audio Tagging 2019 ์Œ์„ฑ์„ ์ฝ๊ณ  ํ•ด๋‹น ์Œ์„ฑ์ด ์–ด๋–ค ์†Œ๋ฆฌ์˜€๋Š”์ง€ ๋ถ„๋ฅ˜ audio-classification ๋™๋ฉ”๋‹ฌ ์ƒ์œ„ 9%
๊ตญ์ œ ๊ฒฝ์ง„๋Œ€ํšŒ LINE Naver AI-Rush 2019 ์ผ๋ณธ ๋ผ์ธ ๊ธฐ์‚ฌ๋“ค์˜ meta data๋“ค์„ ์ด์šฉํ•˜์—ฌ user๊ฐ€ ํ•ด๋‹น ๊ธฐ์‚ฌ์˜ ํ•ด๋“œ๋ผ์ธ๊ณผ ์ด๋ฏธ์ง€๋ฅผ ๋ณด๊ณ  ๊ธฐ์‚ฌ๋ฅผ ํด๋ฆญ ์—ฌ๋ถ€๋ฅผ ์˜ˆ์ธก CTR 5์œ„
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ ๊ฑด์–‘๋Œ€ ๊ฑด์–‘๋Œ€ Health Datathon 2019 ์•ˆ์ € ์ด๋ฏธ์ง€๋ฅผ ์•ˆ๊ตฌ์งˆํ™˜(ํ™ฉ๋ฐ˜๋ณ€์„ฑ, ๋‹น๋‡จ์„ฑ๋ง๋ง‰๋ณ‘์ฆ, ๋ง๋ง‰์ •๋งฅํ์‡„, ์ •์ƒ)์„ ๋ถ„๋ฅ˜ Classification 3์œ„
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ ๊ฑด์–‘๋Œ€ ๊ฑด์–‘๋Œ€ Health Datathon 2020 ์œ ๋ฐฉ์•” ๋ณ‘๋ฆฌํ•™ ์ด๋ฏธ์ง€๋ฅผ ์•”(์–‘์„ฑ ์•…์„ฑ)์„ ๋ถ„๋ฅ˜ํ•˜ Classification 2์œ„
Kaggle University of Liverpool University of Liverpool โ€“ Ion Switching ์‹œ๋ฎฌ๋ ˆ์ด์…˜์œผ๋กœ ์–ป์–ด์ง„ ์ „์œ„ ๊ฐ’์œผ๋กœ ์—ด๋ฆฐ ์„ธํฌ์˜ channel ๊ฐœ์ˆ˜ ์˜ˆ์ธก time series analysis ์€๋ฉ”๋‹ฌ ์ƒ์œ„ 4%
Kaggle Fine-Grained Visual Categorization 6 IMet collection 2019 โ€“ FGVC6 ๋ฉ”ํŠธ๋กœํด๋ฆฌํƒ„ ๋ฏธ์ˆ ๊ด€์˜ ์ž‘ํ’ˆ๋“ค์˜ culture ์™€ tag๋ฅผ ๋ถ„ ๋ฅ˜ multi-classification ๋™๋ฉ”๋‹ฌ ์ƒ์œ„ 13%
๋…ผ๋ฌธ scientific reports Development of machine learning model for diagnostic disease prediction based on laboratory tests laboratory test๋ฅผ ํ†ตํ•ด์„œ ์–ป์–ด์ง„ ๋ฐ์ดํ„ฐ๋ฅผ ํ†ตํ•ด ์งˆ๋ณ‘ ์˜ˆ์ธก Classification, XAI ์ €๋„ ๋“ฑ์žฌ
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ ๋กฏ๋ฐ์ •๋ณดํ†ต์‹  ๋กฏ๋ฐ์ •๋ณดํ†ต์‹  Vision AI ๊ฒฝ์ง„๋Œ€ํšŒ ๋‹ค๋Ÿ‰์˜ ์ƒํ’ˆ์— ๋Œ€ํ•ด ๊ฐ ์ƒํ’ˆ์„ ํŠน์ •ํ•˜๋Š” ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ Classification 1์œ„ ๐ŸŽ‰
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ ์„œ์šธ๋Œ€ํ•™๊ต๋ณ‘์› Sleep AI challenge - SNUH ์ˆ˜๋ฉด๋‹ค์›๊ฒ€์‚ฌ๋ฅผ ํ†ตํ•ด ์–ป์€ ๋ฐ์ดํ„ฐ๋ฅผ ์ด์šฉํ•˜์—ฌ ๋Œ€์ƒ์ž์˜ ์ˆ˜๋ฉด ์ƒํƒœ๋ฅผ ๋ถ„๋ฅ˜ Classification 1์œ„ ๐ŸŽ‰
๊ตญ๋‚ด๊ธฐ์—… ๊ฒฝ์ง„๋Œ€ํšŒ ๊ณ ๋ ค๋Œ€ํ•™๊ต ์˜๋ฃŒ์› ํ›„๋‘์•” ๋ฐœ๋ณ‘ ์˜ˆ์ธก ๋ชจ๋ธ ๊ฐœ๋ฐœ ์ฑŒ๋ฆฐ์ง€ ๋‘์•” ์ด๋ฏธ์ง€ ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•˜์—ฌ ํ›„๋‘์•” ๋ฐœ๋ณ‘ ์˜ˆ์ธก ์ธ๊ณต์ง€๋Šฅ ๋ชจ๋ธ ๊ฐœ๋ฐœ Image segmentation 2์œ„ ์ตœ์šฐ์ˆ˜์ƒ

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