ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() in plt.show() while plotting frame

Question

我正在尝试捕获视频帧然后使用 plt.imshow() 绘制它，但我收到此错误。

vs = cv2.VideoCapture('../input/hard-hat-dataset/short_clip.mp`enter code here`4')
(grabbed, img) = vs.read()

img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
plt.show(img)

错误：

ValueError                               Traceback (most recent call last)
<ipython-input-49-1e7d2b5de2de> in <module>
3 
4 img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
5 plt.show(img)
6 
7 

/opt/conda/lib/python3.7/site-packages/matplotlib/pyplot.py in show(*args, **kwargs)
376     """
377     _warn_if_gui_out_of_main_thread()
378     return _backend_mod.show(*args, **kwargs)
379 
380 

/opt/conda/lib/python3.7**/site-packages/matplotlib_inline/backend_inline.py in show(close, 
block)
47         # only call close('all') if any to close
48         # close triggers gc.collect, which can be 
49         if close and Gcf.get_all_fig_managers():
50             matplotlib.pyplot.close('all')
51 
ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() 
or a.all()

如果我打印图像，它是正确大小的 numpy 格式。*

vs = cv2.VideoCapture('../input/hard-hat-dataset/short_clip.mp4')
(grabbed, img) = vs.read()

img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
print(img)

[[[107 107 104]
[173 175 175]
[107 107 104]
....
[173 175 175]
[173 175 175]]

Answer 1

函数plt.show用于显示最终的matplotlib图形。您不能将数据传递给它。所以先用plt.imshow生成包含图片的图形，用plt.show.

显示

img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)

plt.imshow(img)
plt.show()

ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() in plt.show() while plotting frame

ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() in plt.show() while plotting frame

opencv

numpy

matplotlib

cv2

valueerror