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파이썬 토룡신점 운영후기
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Park Hyunwoo
August 22, 2025
How-to & DIY
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480
파이썬 토룡신점 운영후기
파이콘 한국 2025에서 이틀동안 파이썬 토룡신점을 운영한 후기를 라이트닝 토크에서 발표했습니다.
Park Hyunwoo
August 22, 2025
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Transcript
ॆ షܕन റӝ ߅അ / ࠄ (zerobased)
৵ • ী ળ࠺ਤਗഥীࢲ ਫ਼द ഝز೮חؘ ೱࣻ וՙ۞ •
ਃ્ ృೞҊ ޖݺ ਬౚߡੋؘ ҳة ݽਵ۞
ೠҴ 2014 (ࣼݺৈ)
ٜ ൨ٜয оҊ ח ળ࠺ਤਗഥੑפ
৵ • ী ળ࠺ਤਗഥীࢲ ਫ਼द ഝز೮חؘ ೱࣻ וՙ۞ •
ਃ્ ృೞҊ ޖݺ ਬౚߡੋؘ ҳة ݽਵ۞ • ॶݽ হח ӝӝܳ ҳݒೞҊ रؘ ݺ࠙ হযࢲ • ৻Ҵ Ҋ ࢎ ҳ 99֙ 5ਘࢤ ݽפఠ (ߓ࣠࠺ == ҊоѺ) • ঌܻীࢲ 3݅ਗਵ۽ ࣻૐ ܽఠ ҳݒ (খਵ۽ য٣ী ॳա)
2025-08-16, Day 1 Ӓې ࣚӘਸ ࠁ
ࣚӘ • ࢎप࢚ ਃ ѐੋࠁ݅ Ӓۧѱ וԑ ঋח ࢚ਵ۽ Ѣࠗх
ծ Ҋয়ә ੑ۱ ࠁ
ࣚӘ ܻ • ݫۄ ੑ۱: OpenCV • ࢚ ੋध: MediaPipe
- ML hand model • ച࢚ ܻ: OpenCV + Pillow • ࣚӘ ೧ࢳ: ݽٚ Ѫਸ OpenAI™ী ݐӝӝ • ੋݫݽܻ۽ ࠁղҊ ח ೞ ঋওणפ ౸ࢎש • Ѿҗ ੋࣧ: python-escpos
ࠂ೧ࢲ ੜ ݽܰѷҊ Ӓր uv add mediapipe
ٜ ࣚӘ જই೧࣊ࢲ ցޖ ೯ ইޖ݈ੋѢ ঌݶࢲب જই೧࣊ࢲ ؊؊ ೯
ࣚӘ য۰ • ઑݺҗ ࢎۈী ٮۄ ࣚ߄ׯ ࢚࢝
׳ۄࢲ Ѩ উؽ • ࣚ߄ׯਵ۽ ੋधೠ ߋӝ झషӒ۔ਸ ా೧ ࠁ • MediaPipe hand ݽ؛ ࣚݾਸ ೠ ਵ۽ അ೧ࢲ ࣚ߄ׯ ઁ۽ աয় ঋח ޙઁ
അীࢲ ઑݺب ਬزੌ Ѫਸ ࢚೧ ࠁਸ ೮Ҋ
যҳ ҳ যҳ ҳ
ࣚݾ ನੋо ೠ ѐۄ ࣚ߄ׯ ӝী ࠺۹೧ ࠁೞҊ
ೞ݅ ח ݈݅ ೮ભ GPT-5 Claude Code
ࣻૐ ܽఠח ઁೠػ ٘ಕ ޙৌ݅ ੋࣧ оמ೧ࢲ Pillow۽ ޙৌਸ ী
Ӓ۰ ੋࣧೞݶࢲ ղػ textwrap ݽٕ۽ ߄Էਸ ೮חؘ ৻۽ keep-all ੜغযࢲ ֥ۈ
import textwrap
break_long_words য়טب ߓਕцפ
୍ೠ оझۄ ࢶ೯ Үਭ ցח ॆ ۽Ӓې߁ী ೧ ੜ ೧ೞҊ
ח नҗ ࣚӘਸ ࠁח ޙ షܕनਸ ೞח ߗঠ. ॆ ۽Ӓ۔ ৈ۞ ѐ֛җ ਬݠ, ౠࢿਸ ઑӘ ੋਊೞݶࢲب աѱח әೞ ঋҊ ೣਸ ы नਸ ࠁח ೠҴ ޖࣘੋ ౠਬ ח ݈ైܳ അೞب۾ ೧. ઁҕؼ ח ಟ ࣚ߄ׯঠ. ਃ ࣚӘ(хࢶ/فֱࢶ/ࢤݺࢶ/ݺࢶ)ਸ ҳ࠙೧ࢲ ߸ೞ݅ ցޖ ޙױਵ۽ աׇࢲ ߸ೞח ݈Ҋ োझۣѱ ೯ೞب۾ ೧.
Day 1
2025-08-17, Day 2 զ ࣚӘ ࠌਵפ ܁ ইޖܻ ߄Լࠌ
ѱ ൜о উ ࢤӡపפ ߣীח द ҙ࢚
ҙ࢚ • ࢚ਵ۽ Ѣࠗх ֫ Ҋয়ә ੑ۱ ࠁ • Ӓېب
݆ ଵৈ೧࣊ࢲ хࢎפ. • ূ 12р۽ ೞ۰Ҋ ೮חؘ • ਊ, ন, ״ ࢎۈ ӟ ա? • ഐࠛഐب ਸపפ ରۄܻ ߗ दܻૉ۽ о • ॆ == ࠺ױߗ
None
ҙ࢚ ܻ (ݽ؛݅ ߸҃) • ݫۄ ੑ۱: OpenCV • ࢚
ੋध: MediaPipe - ML Head tracking model • ച࢚ ܻ: OpenCV + Pillow • ࣚӘ ೧ࢳ: ݽٚ Ѫਸ OpenAI™ী ݐӝӝ • ੋݫݽܻ۽ ࠁղҊ ח ೞ ঋওणפ ౸ࢎש • Ѿҗ ੋࣧ: python-escpos
ә೧ લѷחؘ যڌѱ פө ൨ղۄ LLM
GPTی नաѱ ನހ झఋੌ۽ ߗٜ ખ Ӓ۰ࠌחؘ
ઁߨ औѱ Ӓܾ ࣻ ؍ Ѫ э݅…
ഛ೧ࠁݶ ়ݎҊ Ѧ ߄ఔਵ۽ ب ନযঠ
1024x1024 32x32 5 color quantize 576x576 ѱ Ӓ۰ ܳ ѱ
Ҋ 5о హਵ۽ ࢚࢝ਸ ઁೠೞҊ بܳ ࣻসೠ റ द ఃਕࢲ ࢎਊ
ӒܻҊ ݅ ॄפझ࠙ য়࣑חؘਃ
None
ݣܻࢲ ൨ٜѱ য়࣑חؘ ೠӖ ݈Ҋ അ য۽ ۱೧ܻ٘Ҋ रযࢲ ‘ݺیೠ’
э ഋਊࢎ৬ ߗ ܴٜب ߣ೧ঠ ೮חؘ…
'ݺیೠ' ݅য۽ ޤঠ?
ইפ ־о ‘ݺیೠ’ హਵ۽ ߣೞۗջ
None
None
ই ਬפ٘ Ҧ۽ਕ
ೞ݅ CJKVח ъೞભ • ܻо ޤ ۠ ޙઁ ೞܖ ౣ
ѻणפө? • ೧ য Ӗо ח ࢲ۽ ߸҃ • Әߑ ೧Ѿؼ ঌওחؘ ࢲܳ ߄Լب ‘ᚴ镜ᒩ(࠳ۄ)’о ҅ࣘ ઁ۽ উա১ ƕƕ
None
ইޖౡ ܻח ೧չणפ
ৈ۞࠙ о ҾӘ೧ ೞप ࠶ۑ߄ ա৳աਃ? • ੌࠗ۞ ౠ ߗਸ
؊ աয়ѱ, ؏ աয়ѱ ೠ Ѫب ইצؘ ৻۽ rare, super rareо োझۣѱ աׇઉߡܿ
оب হחؘ ࠶ۑ߄ ৵ উաৢөਃ
рী যڃ ଵо࠙ ా҅ ղࠁݶ যڌѷջ ೞ࣊ࢲ ژ ߄࠳ ٬ਵ۽
۱
% python count.py indigo: 43 python: 16 rat: 15 coral:
8 king: 7 rattle: 4 boa: 4 cobra: 4 viper: 3 anaconda: 1 blackmamba:
ੋ٣Ҋߗ: 43 ॆ: 16 ҳۦ: 15 ഐߗ: 8 ৴ߗ: 7
ߑߗ: 4 ࠁইߗ: 4 ࠳ۄ: 4 NORMAL snake RARE snake
ޖࢎ: 3 SUPER RARE snake ইա: 1
ULTRA RARE SNAKE ࠶ۑ߄: 0 ࠶ۑ߄ח ҟঠীࢲա ݅աח Ѧ۽ द
ו՛ • ॆ ߄࠳ ٬ द ੜ ػ • য়ېػ
ӝӝܳ ࢎݶ द ӝ࠙ જ • ղо ૌѢਕঠ թٜب ૌѢ ࣻ ח Ѫ э • ೠҴ য়ے݅ী ৳݅ द ߀