๐Ÿ‘— Fashion-Focused Semantic Search โ€” A New Era of Style Discovery by StyleHound

ํŒจ์…˜ ํŠนํ™” ์˜๋ฏธ ๊ธฐ๋ฐ˜ ๊ฒ€์ƒ‰

StyleHound Understands the Fashion Context That General Search Engines Miss

     StyleHound offers a new kind of search experienceโ€”one that goes beyond simple keyword matching and deeply understands a userโ€™s style intent through a fashion-specialized semantic search system.   The fashion industry uses a unique language and culturally embedded expressions. Thatโ€™s why it demands a semantic search solution designed specifically for fashion.

The Limitations of General Search

Most search engines rely heavily on text matching. While that approach works well for general information retrieval, it falls short in fast-moving and emotionally driven domains like fashion.

Take, for example, queries like "Jennie coat," "social gathering look," or "minimal mood." These arenโ€™t clear-cut keywords; theyโ€™re layered with cultural and emotional context. Even existing semantic models often fail to grasp these nuances, returning results that feel disconnected and irrelevant.

This illustrates how critical accurate style search is in fashion. Shoppers arenโ€™t just looking for keyword matchesโ€”they want results that reflect the feeling and aesthetic of what theyโ€™re searching for.

What Makes StyleHound Different

    StyleHound is a semantic search engine purpose-built for fashion. Itโ€™s designed not only to understand words but also the nuances of style, cultural references, and uniquely Korean fashion expressions.

  • Fashion-Specific Embedding Model Trained on real product data, influencer language, and current trend terminology to capture style sensitivity.
  • Hybrid Search Architecture Combines keyword search, semantic parsing, and synonym handling to deliver more accurate results.
  • ํ•œ๊ตญ ํŒจ์…˜ ์–ธ์–ด์— ๋Œ€ํ•œ ๋‚ด์žฌ์  ์ดํ•ด โ€” “๊พธ์•ˆ๊พธ”, “์ถœ๊ทผ๋ฃฉ” ๋“ฑ ๋ฒˆ์—ญ์ด ์–ด๋ ค์šด ํ‘œํ˜„๋„ ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ํ•ด์„ํ•ฉ๋‹ˆ๋‹ค.

StyleHound๋Š” “์ถœ๊ทผ๋ฃฉ”์ด๋ผ๋Š” ์ฟผ๋ฆฌ๋ฅผ ๋‹จ์ˆœํžˆ ‘์ผํ•  ๋•Œ ์ž…๋Š” ์˜ท’์œผ๋กœ ํ•ด์„ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๋ฏธ๋”” ์Šค์ปคํŠธ, ํ…Œ์ผ๋Ÿฌ๋“œ ์ž์ผ“, ๋‰ดํŠธ๋Ÿด ํ†ค ์Šคํƒ€์ผ๋ง ๋“ฑ ํ•œ๊ตญ์ ์ธ ์Šคํƒ€์ผ ์ฝ”๋“œ๋ฅผ ๋งฅ๋ฝ์ ์œผ๋กœ ์ดํ•ดํ•ฉ๋‹ˆ๋‹ค. ์ด์ฒ˜๋Ÿผ ๋‹จ์–ด๋ฅผ ๋งค์นญํ•˜๋Š” ๊ฒƒ์ด ์•„๋‹ˆ๋ผ, ์‚ฌ์šฉ์ž์˜ ์Šคํƒ€์ผ ์˜๋„๋ฅผ ํ•ด์„ํ•˜์—ฌ ๊ฐ€์žฅ ์ž์—ฐ์Šค๋Ÿฝ๊ณ  ๊ฐ๊ฐ์ ์ธ ๊ฒฐ๊ณผ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

์ด์ค‘์–ธ์–ด ์ง€์›์˜ ์ค‘์š”์„ฑ

ํŒจ์…˜์€ ๊ธ€๋กœ๋ฒŒ ์‚ฐ์—…์ด๋ฉฐ, ์‚ฌ์šฉ์ž ์—ญ์‹œ ๊ตญ๊ฒฝ์„ ์ดˆ์›”ํ•ฉ๋‹ˆ๋‹ค.  ๋Š” ํ•œ๊ตญ ํŒจ์…˜ ๋ธŒ๋žœ๋“œ๊ฐ€ ์˜์–ด ์‚ฌ์šฉ์ž์—๊ฒŒ ์ ‘๊ทผํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์Šต๋‹ˆ๋‹ค. “๊ณต์ฃผ๋ฃฉ”, “๊พธ์•ˆ๊พธ”์™€ ๊ฐ™์€ ๊ณ ์œ ํ•œ ํ‘œํ˜„์„ ๋‹จ์ˆœ ๋ฒˆ์—ญ์ด ์•„๋‹Œ, ์Šคํƒ€์ผ๋ฆฌ์‹œํ•œ ์˜๋ฏธ ํ•ด์„์„ ํ†ตํ•ด ๊ธ€๋กœ๋ฒŒ ์‚ฌ์šฉ์ž์—๊ฒŒ ์ „๋‹ฌํ•ฉ๋‹ˆ๋‹ค.

์šฐ๋ฆฌ๋Š” ๋ฒˆ์—ญ์ž๊ฐ€ ์•„๋‹ˆ๋ผ ์Šคํƒ€์ผ๋ฆฌ์ŠคํŠธ์ฒ˜๋Ÿผ, ๋ฌธํ™”์  ๊ฐ์„ฑ๊ณผ ๋ฌธ๋งฅ์„ ์ดํ•ดํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ ํŒจ์…˜ ์–ธ์–ด๋ฅผ ์ค‘๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฅผ ํ†ตํ•ด ํ•œ๊ตญ ๋ธŒ๋žœ๋“œ์˜ ๊ธ€๋กœ๋ฒŒ ํ™•์žฅ ๊ฐ€๋Šฅ์„ฑ์„ ๋†’์ด๊ณ , ํ•ด์™ธ ์‚ฌ์šฉ์ž๊ฐ€ ํ•œ๊ตญ ์Šคํƒ€์ผ์„ ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ํƒ์ƒ‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.

๊ฐ„ํŽธํ•œ ์—ฐ๋™๊ณผ ํ™•์žฅ์„ฑ

StyleHound๋Š” ๋‹ค์–‘ํ•œ ํ”Œ๋žซํผ์— ์†์‰ฝ๊ฒŒ ํ†ตํ•ฉํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ดˆ๊ธฐ ๋น„์šฉ์ด๋‚˜ ๋ณต์žกํ•œ ์„ค์ • ์—†์ด ๋น ๋ฅด๊ฒŒ ๊ตฌ์ถ•ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • REST API โ€” ๊ฒ€์ƒ‰, ์ž๋™์™„์„ฑ, ํ•„ํ„ฐ๋ง ๊ธฐ๋Šฅ ์ œ๊ณต
  • ์ž„๋ฒ ๋””๋“œ UI ์œ„์ ฏ โ€” ๋ณ„๋„ ๊ฐœ๋ฐœ ์—†์ด ์‡ผํ•‘๋ชฐ์— ์‚ฝ์ž… ๊ฐ€๋Šฅ
  • ๋งž์ถคํ˜• ํ•„ํ„ฐ ์ง€์› โ€” ๋ธŒ๋žœ๋“œ, ์นดํ…Œ๊ณ ๋ฆฌ, ์ƒ‰์ƒ ํŒ”๋ ˆํŠธ ๋“ฑ ์œ ์—ฐํ•œ ์ ์šฉ

100๊ฐœ ์ƒํ’ˆ์„ ๊ฐ€์ง„ ์†Œํ˜• ๋ธŒ๋žœ๋“œ๋ถ€ํ„ฐ, 10๋งŒ ๊ฐœ ์ด์ƒ์˜ ๋Œ€ํ˜• ํ”Œ๋žซํผ๊นŒ์ง€ โ€” ๋ˆ„๊ตฌ๋‚˜ StyleHound๋ฅผ ํ†ตํ•ด ํŒจ์…˜ ๊ฒ€์ƒ‰ ๊ฒฝํ—˜์„ ํ–ฅ์ƒ์‹œํ‚ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ง€๊ธˆ ๋ฐ”๋กœ StyleHound๋ฅผ ๊ฒฝํ—˜ํ•˜์„ธ์š”

์ผ๋ฐ˜ ๊ฒ€์ƒ‰ ์—”์ง„์ด ๋†“์น˜๋Š” ์Šคํƒ€์ผ์˜ ๊ฐ์„ฑ์„, StyleHound๋Š” ์ •ํ™•ํžˆ ์ดํ•ดํ•ฉ๋‹ˆ๋‹ค.  ์˜ ์ƒˆ ์‹œ๋Œ€๋ฅผ ์ง์ ‘ ๊ฒฝํ—˜ํ•ด๋ณด์„ธ์š”.

  • ๐Ÿงช ๋ฐ๋ชจ ๋ณด๊ธฐ: http://34.22.70.20:8501
  • ๐Ÿ’ผ ๋น„์ฆˆ๋‹ˆ์Šค ๋ฌธ์˜: shepherd23corp@gmail.com
  • ๐Ÿค ํ†ตํ•ฉ ์—ฐ๋™ ์ƒ๋‹ด: ์–ธ์ œ๋“ ์ง€ ๋ฌธ์˜ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค

StyleHound๋Š” ํŒจ์…˜ ๋ธŒ๋žœ๋“œ๊ฐ€ ์Šคํƒ€์ผ์„ ๋” ๋˜‘๋˜‘ํ•˜๊ฒŒ ๋งํ•  ์ˆ˜ ์žˆ๋„๋ก ๋•์Šต๋‹ˆ๋‹ค.

์ƒˆ๋กœ์šด ๊ฒ€์ƒ‰ ๊ฒฝํ—˜์„ ์ง€๊ธˆ ์‹œ์ž‘ํ•ด๋ณด์„ธ์š”.

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