import matplotlib.pyplot as plt# Assuming 'important$\_$pixels' is obtained from the stepwise regressionchosen$\_$pixels $=$ result$[$:$50]$ # Adjust the number as needed# Create a blank canvascanvas $=$ np$.$zeros$((46,56))$# Plot the chosen pixels on the canvasfor pixel in chosen$\_$pixels: col $=$ pixel $//46$ row $=$ pixel $\%46$ canvas$[$row$][$col$]=255$# Display the canvasplt.imshow$($canvas$,$ cmap$=$'gray', interpolation$=$'nearest'$)$plt$.$title$(\text{'}$Chosen Pixels'$)$plt$.$show$()$

The above code can plot important pixels on a gray canvas. But I want to plot important pixels on my image.

I don't know how to adjust the code, for example, add image $=$ Image.open$($r$"$C:$\backslash$Users$\backslash$tingc$\backslash$Desktop$\backslash 1\_1.$png$")$ and img$\_$array $=$ np$.$array$($image$)$ to the above code. Could you please adjust the whole code which can run? Thank you very much!