[DIY] ์ธ๊ณต์ง€๋Šฅ ์Šคํ”ผ์ปค์™€ Home IoT

์ธ๊ณต์ง€๋Šฅ์˜ ๋ฐœ์ „์ด ๋นจ๋ผ์ง€๋ฉด์„œ ๋งŽ์€ ์ œํ’ˆ๋“ค์ด ๋‚˜์˜ค๊ณ  ์žˆ๋‹ค. ํŠนํžˆ๋‚˜ ์ธ๊ณต์ง€๋Šฅ ์Šคํ”ผ์ปค๋Š” ์Œ์„ฑ์œผ๋กœ ์‚ฌ๋žŒ๊ณผ ์ƒํ˜ธ์ž‘์šฉ ํ•  ์ˆ˜ ์žˆ๋Š” ์žฌ๋ฏธ๋‚œ ๋„๊ตฌ์ด๋‹ค. Amazon, Google, Apple ๋“ฑ์€ ์ธ๊ณต์ง€๋Šฅ ์Šคํ”ผ์ปค์— ๋งŽ์€...

๊ณ„์† ์ฝ๊ธฐ [DIY] ์ธ๊ณต์ง€๋Šฅ ์Šคํ”ผ์ปค์™€ Home IoT

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 5. ํœด๋จผ ์• ๋…ธํ…Œ์ด์…˜(Human Annotation) Task ์ƒ์„ฑ

์ด๋ฒˆ ๋‹จ๊ณ„์—์„œ๋Š” ํœด๋จผ ์• ๋…ธํ…Œ์ดํ„ฐ(Human Annotator)์—๊ฒŒ Task๋ฅผ ํ• ๋‹นํ•˜๊ณ  ๋ฌธ์„œ์— ์• ๋…ธํ…Œ์ด์…˜(Annotation) ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์ „์ฒด ์‹ค์Šต์€ ๋‹ค์Œ์˜ ์ˆœ์„œ๋กœ ์ง„ํ–‰๋ฉ๋‹ˆ๋‹ค. โ€ข Exercise 01: ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ, ํƒ€์ž… ์‹œ์Šคํ…œ ์ƒ์„ฑ ๋ฐ...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 5. ํœด๋จผ ์• ๋…ธํ…Œ์ด์…˜(Human Annotation) Task ์ƒ์„ฑ

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 3. ๋”•์…”๋„ˆ๋ฆฌ ์• ๋…ธํ…Œํ‹ฐํ„ฐ(Dictionary Annotator) ์ƒ์„ฑ ๋ฐ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜(Pre-annotation)

์ด ๋‹จ๊ณ„์—์„œ๋Š” ๋”•์…”๋„ˆ๋ฆฌ ์• ๋…ธํ…Œ์ดํ„ฐ๋ฅผ ์ƒ์„ฑํ•˜๊ณ  ์ด๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋‹จ๊ณ„๋ฅผ ํ†ตํ•ด์„œ ํœด๋จผ ์• ๋…ธํ…Œ์ด์…˜ ๋‹จ๊ณ„๋ฅผ ์ข€๋” ์ˆ˜์›”ํ•˜๊ฒŒ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ „์ฒด ์‹ค์Šต์€ ๋‹ค์Œ์˜ ์ˆœ์„œ๋กœ...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 3. ๋”•์…”๋„ˆ๋ฆฌ ์• ๋…ธํ…Œํ‹ฐํ„ฐ(Dictionary Annotator) ์ƒ์„ฑ ๋ฐ ์‚ฌ์ „ ์• ๋…ธํ…Œ์ด์…˜(Pre-annotation)

Watson Conversation ์„ Compose for mysql Service์™€ ์—ฐ๋™ํ•˜์—ฌ Node.js ๋ฅผ ํ†ตํ•ด MySQL ์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ• – (2)

์ง€๋‚œ ํฌ์ŠคํŠธ๊นŒ์ง€ํ•ด์„œ Watson conversation์„ Compose for mysql์—ฐ๋™ํ•˜๊ธฐ ์œ„ํ•ด IBM Cloud์ƒ์—์„œ ํ•„์š”ํ•œ ์„œ๋น„์Šค์™€ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ์ƒ์„ฑํ•˜๊ณ  Compose for mysql์„ ํ†ตํ•ด ๋กœ์ปฌ์˜ MySQL๊ณผ ์—ฐ๊ฒฐํ•˜๋Š” ๊ฒƒ ๊นŒ์ง€ ๋งˆ๋ฌด๋ฆฌ ํ•˜์˜€์Šต๋‹ˆ๋‹ค....

๊ณ„์† ์ฝ๊ธฐ Watson Conversation ์„ Compose for mysql Service์™€ ์—ฐ๋™ํ•˜์—ฌ Node.js ๋ฅผ ํ†ตํ•ด MySQL ์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ• – (2)

Watson Conversation ์„ Compose for mysql Service์™€ ์—ฐ๋™ํ•˜์—ฌ Node.js ๋ฅผ ํ†ตํ•ด MySQL ์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ• – (1)

์•ˆ๋…•ํ•˜์„ธ์š”. ์ €๋Š” ์•„์ฃผ๋Œ€ํ•™๊ต 4ํ•™๋…„์— ์žฌํ•™์ค‘์ธ ์†์›์ฒ ์ด๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ์ €๋Š” ์ด ๋‘๊ฐœ์˜ ํฌ์ŠคํŠธ๋ฅผ ํ†ตํ•ด ์—ฌ๋Ÿฌ๋ถ„๋“ค์—๊ฒŒ Watson Conversation์„ Node.js๋ฅผ ํ†ตํ•ด MySQL DB์™€ ์—ฐ๋™ํ•˜๊ณ  ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…๋“œ๋ฆฌ๊ฒ ์Šต๋‹ˆ๋‹ค. ๋จผ์ € Conversation๊ณผ...

๊ณ„์† ์ฝ๊ธฐ Watson Conversation ์„ Compose for mysql Service์™€ ์—ฐ๋™ํ•˜์—ฌ Node.js ๋ฅผ ํ†ตํ•ด MySQL ์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ• – (1)

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 2. ํ•™์Šต์šฉ ์ž๋ฃŒ(Training Corpus) ์—…๋กœ๋“œ

์ด๋ฒˆ ๋‹จ๊ณ„์—์„œ๋Š” ๋จธ์‹  ๋Ÿฌ๋‹์„ ์œ„ํ•œ ํ•™์Šต์šฉ ์ž๋ฃŒ๋ฅผ ์—…๋กœ๋“œ ํ•ฉ๋‹ˆ๋‹ค. ์ „์ฒด ์‹ค์Šต์€ ๋‹ค์Œ์˜ ์ˆœ์„œ๋กœ ์ง„ํ–‰๋ฉ๋‹ˆ๋‹ค. โ€ข Exercise 01: ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ, ํƒ€์ž… ์‹œ์Šคํ…œ ์ƒ์„ฑ ๋ฐ ์ˆ˜์ • โ€ข...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 2. ํ•™์Šต์šฉ ์ž๋ฃŒ(Training Corpus) ์—…๋กœ๋“œ

Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 1. ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ ๋ฐ ํƒ€์ž… ์‹œ์Šคํ…œ ๊ด€๋ฆฌ

์ด๋ฒˆ ๊ธ€์—์„œ๋Š” Watson Knowledge Studio๋กœ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator๋ฅผ ๋นŒ๋“œํ•ด ๋ด…๋‹ˆ๋‹ค. Watson Knowledge Studio๋กœ ๋นŒ๋“œํ•œ ๋ชจ๋ธ์€ Watson Discovery ๋ฐ Watson Natural Language Understanding ์„œ๋น„์Šค๋ฅผ ํ†ตํ•ด์„œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์—์„œ...

๊ณ„์† ์ฝ๊ธฐ Watson Knowledge Studio๋กœ ํ…์ŠคํŠธ ๋ถ„์„์„ ์œ„ํ•œ ๋จธ์‹  ๋Ÿฌ๋‹ Annotator ๋นŒ๋“œํ•˜๊ธฐ ์‹ค์Šต – 1. ํ”„๋กœ์ ํŠธ ์ƒ์„ฑ ๋ฐ ํƒ€์ž… ์‹œ์Šคํ…œ ๊ด€๋ฆฌ

Kubernetes Pod์™€ Watson Conversation ์„œ๋น„์Šค ์—ฐ๋™ํ•˜๊ธฐ

์•ˆ๋…•ํ•˜์„ธ์š”, ์ด ํฌ์ŠคํŒ…์€ ๋‹ค์Œ ์›๋ฌธ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ž‘์„ฑํ•œ ํฌ์ŠคํŒ…์ž…๋‹ˆ๋‹ค. ์›๋ฌธ ์ €์ž Jesse Antoszyk, Software Engineer with IBM Cloud. Adam King, Senior Software Engineer with IBM Cloud....

๊ณ„์† ์ฝ๊ธฐ Kubernetes Pod์™€ Watson Conversation ์„œ๋น„์Šค ์—ฐ๋™ํ•˜๊ธฐ

Watson Conversation์„ ํ™œ์šฉํ•œ AI ์ฑ—๋ด‡ ๋นŒ๋“œ – ์บ˜๋ฆฐ๋”๋ด‡ ํŠœํ† ๋ฆฌ์–ผ

์ƒˆ๋กœ์šด Watson Conversation ํ™œ์šฉ ํŠœํ† ๋ฆฌ์–ผ์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์ง€๋‚œ IBM DevCon ํ–‰์‚ฌ์—์„œ ์ง„ํ–‰ํ–ˆ๋˜ ๋‚ด์šฉ์ธ๋ฐ์š”, ๊ทธ๋‚  ํ–‰์‚ฌ์— ์ฐธ์„ํ•˜์‹  ๋ถ„๋“ค์ด ๋น„๊ต์  ์ˆ˜์›”ํ•˜๊ฒŒ ์ง„ํ–‰ํ•˜์…จ์œผ๋‹ˆ ๊ทธ๋ƒฅ ์ฒœ์ฒœํžˆ ์ฝ์–ด๋‚ด๋ ค๊ฐ€๋ฉฐ ์ง„ํ–‰ํ•˜์…”๋„ ์–ด๋ ต์ง€ ์•Š์œผ์‹ค๊ฒ๋‹ˆ๋‹ค....

๊ณ„์† ์ฝ๊ธฐ Watson Conversation์„ ํ™œ์šฉํ•œ AI ์ฑ—๋ด‡ ๋นŒ๋“œ – ์บ˜๋ฆฐ๋”๋ด‡ ํŠœํ† ๋ฆฌ์–ผ

Watson Conversation ์„œ๋น„์Šค๋ฅผ ํ™œ์šฉํ•œ ํšŒ์˜์‹ค ์˜ˆ์•ฝ ํ•œ๊ธ€ ์ฑ—๋ด‡

IBM Watson์„ ์ด์šฉํ•œ ํšŒ์˜์‹ค ์˜ˆ์•ฝ ์ฑ—๋ด‡ ์„œ๋น„์Šค์— ๋Œ€ํ•ด ์†Œ๊ฐœํ•ด ๋“œ๋ฆฌ๊ฒ ์Šต๋‹ˆ๋‹ค.   Conversation ์„œ๋น„์Šค๋Š” ์ด๋ฏธ ๊ฐœ๋ฐœ ์‚ฌ๋ก€ ๊ด€๋ จ ์ž๋ฃŒ๊ฐ€ ์–ด๋Š ์ •๋„ ์ œ๊ณต์ด ๋˜์–ด์žˆ์–ด ๋ธ”๋ฃจ๋ฏน์Šค ๊ฐ€์ž…๊ณผ Conversation...

๊ณ„์† ์ฝ๊ธฐ Watson Conversation ์„œ๋น„์Šค๋ฅผ ํ™œ์šฉํ•œ ํšŒ์˜์‹ค ์˜ˆ์•ฝ ํ•œ๊ธ€ ์ฑ—๋ด‡