/EasyHandy

Kookmin University Software Project II ADProject

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Easy Handy

๐ŸŽฐLearn sign languge easily! ๐Ÿš€

What is EasyHandy?

Pyqt5 + OpenCV + CNN Deep Learning ์„ ํ™œ์šฉ

๋“ฃ์ง€๋ชปํ•˜๋Š” ์ฒญ๊ฐ ์žฅ์• ์ธ ๋ถ„๋“ค๊ณผ ์†Œํ†ต ํ•˜๋Š” ๋ฐฉ๋ฒ•์ค‘ ๊ฐ€์žฅ ๋Œ€ํ‘œ์ ์ธ ์ˆ˜ํ™” ๐Ÿค™.
์ง์ ‘ ๋™์˜์ƒ์„ ์‹œ์ฒญํ•˜๋ฉฐ ์ˆ˜ํ™”๋ฅผ ๋ฐฐ์šธ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๋‹น์‹ ์˜ ์† ๋ชจ์–‘์ด ์˜ฌ๋ฐ”๋ฅธ์ง€ ๋”ฅ๋Ÿฌ๋‹์œผ๋กœ ์ธ์‹ํ•ด์ค๋‹ˆ๋‹ค!

UI ์„ค๋ช…

๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ (CNN ์•Œ๊ณ ๋ฆฌ์ฆ˜)

๋ณด๊ณ ์„œ

๋‹ค์Œ์€ ๋ณด๊ณ ์„œ ์ž…๋‹ˆ๋‹ค. ํ”„๋กœ๊ทธ๋žจ์— ๋Œ€ํ•œ ์ „๋ฐ˜์ ์ธ ์„ค๊ณ„์™€ ๋ช…์„ธ๊ฐ€ ๋“ค์–ด๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์†Œํ”„ํŠธ์›จ์–ด ๊ตฌ์กฐ ์„ค๊ณ„์„œ(ADS).pdf
  • ์†Œํ”„ํŠธ์›จ์–ด ์ƒ์„ธ ์„ค๊ณ„์„œ(DDS).pdf
  • ์š”๊ตฌ ์‚ฌํ•ญ ๋ช…์„ธ์„œ(SRS).pdf
  • ํ…Œ์ŠคํŠธ๋ณด๊ณ ์„œ.pdf

๋ณด๊ณ ์„œ

How to Run?

  1. install following libraries.
  2. Run LearnActivity.py!

Install List

  • Python 3.7.0
  • OpenCV 3.4.2.16
  • pyqt5
  • tensorflow
  • keras
  • scipy
  • qimage2ndarray
  • keras
  • pillow

๐Ÿ’ก NOTE: you must install OpenCV 3.4.2.16 due to some functions deprecated in latest version.

Installing opencv for python with the following commands

pip install opencv-python==3.4.2.16

pip install opencv-contrib-python==3.4.2.16