๐Ÿ˜Ž ๊ณต๋ถ€ํ•˜๋Š” ์ง•์ง•์•ŒํŒŒ์นด๋Š” ์ฒ˜์Œ์ด์ง€?

OpenCV ์™€ Matplotlib ์‚ฌ์šฉํ•ด์„œ ์ด๋ฏธ์ง€ ์ถœ๋ ฅํ•˜๊ธฐ ๋ณธ๋ฌธ

๐Ÿ‘ฉ‍๐Ÿ’ป IoT (Embedded)/Image Processing

OpenCV ์™€ Matplotlib ์‚ฌ์šฉํ•ด์„œ ์ด๋ฏธ์ง€ ์ถœ๋ ฅํ•˜๊ธฐ

์ง•์ง•์•ŒํŒŒ์นด 2022. 10. 20. 15:02
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221020 ์ž‘์„ฑ

<๋ณธ ๋ธ”๋กœ๊ทธ๋Š” redorangeyellowy๋‹˜์˜ ๋ธ”๋กœ๊ทธ๋ฅผ ์ฐธ๊ณ ํ•ด์„œ ๊ณต๋ถ€ํ•˜๋ฉฐ ์ž‘์„ฑํ•˜์˜€์Šต๋‹ˆ๋‹ค>

https://velog.io/@redorangeyellowy/ch01-Python-%EC%8B%9C%EC%9E%91%ED%95%98%EA%B8%B0-Matplotlib-%EC%82%AC%EC%9A%A9%ED%95%98%EC%97%AC-%EC%98%81%EC%83%81-%EC%B6%9C%EB%A0%A5%ED%95%98%EA%B8%B0

 

[ch01] Python ์‹œ์ž‘ํ•˜๊ธฐ - Matplotlib ์‚ฌ์šฉํ•˜์—ฌ ์˜์ƒ ์ถœ๋ ฅํ•˜๊ธฐ

Matplotlib ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌํ•จ์ˆ˜ ๊ทธ๋ž˜ํ”„, ์ฐจํŠธ(chart), ํžˆ์Šคํ† ๊ทธ๋žจ(histogram) ๋“ฑ์˜ ๋‹ค์–‘ํ•œ ๊ทธ๋ฆฌ๊ธฐ ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜๋Š” python ํŒจํ‚ค์ง€์ปฌ๋Ÿฌ ์˜์ƒ ์ถœ๋ ฅ์ปฌ๋Ÿฌ ์˜์ƒ์˜ ์ƒ‰์ƒ ์ •๋ณด๊ฐ€ RGB ์ˆœ์„œ์ด์–ด์•ผ ํ•จ.cv2.imread() ํ•จ์ˆ˜๋กœ ๋ถˆ

velog.io

 

 

 

 

๐Ÿš— Matplotlib ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ

  • ํ•จ์ˆ˜ ๊ทธ๋ž˜ํ”„, ์ฐจํŠธ(chart), ํžˆ์Šคํ† ๊ทธ๋žจ(histogram) ๋“ฑ์˜ ๋‹ค์–‘ํ•œ ๊ทธ๋ฆฌ๊ธฐ ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜๋Š” python ํŒจํ‚ค์ง€

 

- ์˜์ƒ ์ถœ๋ ฅํ•˜๊ธฐ

  • ์ปฌ๋Ÿฌ ์˜์ƒ ์ถœ๋ ฅ
    • ์ปฌ๋Ÿฌ ์˜์ƒ์˜ ์ƒ‰์ƒ ์ •๋ณด๊ฐ€ RGB ์ˆœ์„œ
    • cv2.imread() ํ•จ์ˆ˜๋กœ ๋ถˆ๋Ÿฌ์˜จ ์˜์ƒ์˜ ์ƒ‰์ƒ ์ •๋ณด๋Š” BGR ์ˆœ์„œ์ด๋ฏ€๋กœ ์ด๋ฅผ RGB ์ˆœ์„œ๋กœ ๋ณ€๊ฒฝํ•ด์•ผ ํ•จ                                         → cv2.cvtColor() ํ•จ์ˆ˜ ์ด์šฉ
  • ๊ทธ๋ ˆ์ด์Šค์ผ€์ผ ์˜์ƒ ์ถœ๋ ฅ
    • plt.imshow() ํ•จ์ˆ˜์—์„œ ์ปฌ๋Ÿฌ๋งต์„ cmap='gray'๋กœ ์ง€์ •

import matplotlib.pyplot as plt
import cv2


# ์ปฌ๋Ÿฌ ์˜์ƒ ์ถœ๋ ฅ
imgBGR = cv2.imread('./์•ŒํŒŒ์นด.jpg')
imgRGB = cv2.cvtColor(imgBGR, cv2.COLOR_BGR2RGB)

plt.axis('off')
plt.imshow(imgRGB)
plt.show()

# ๊ทธ๋ ˆ์ด์Šค์ผ€์ผ ์˜์ƒ ์ถœ๋ ฅ
imgGray = cv2.imread('./์•ŒํŒŒ์นด.jpg', cv2.IMREAD_GRAYSCALE)

plt.axis('off')
plt.imshow(imgGray, cmap='gray')
plt.show()
QObject::moveToThread: Current thread ์˜ค๋ฅ˜ ๋œธ
=> opencv ๋‹ค์šด๊ทธ๋ ˆ์ด๋“œ ํ•ด์ฃผ๊ธฐ
pip uninstall opencv-python
pip install opencv-python==4.1.2.30

 

- ์ฐฝ ํ•˜๋‚˜์— ์—ฌ๋Ÿฌ ๊ฐœ์˜ ์ด๋ฏธ์ง€ ์ถœ๋ ฅํ•˜๊ธฐ

import matplotlib.pyplot as plt
import cv2

imgBGR = cv2.imread('./star.bmp')
imgRGB = cv2.cvtColor(imgBGR, cv2.COLOR_BGR2RGB)
imgGray = cv2.imread('./star.bmp', cv2.IMREAD_GRAYSCALE)

plt.subplot(211), plt.axis('off'), plt.imshow(imgRGB)
plt.subplot(212), plt.axis('off'), plt.imshow(imgGray, cmap='gray')
plt.show()

 

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