thon import matplotlib.patches as patches fig, ax = plt.subplots() ax.imshow(image) rectangle = patches.Rectangle((2350, 1600, 500, 500, linewidth=2, edgecolor='r', facecolor='none') ax.add_patch(rectangle) ax.axis("off") plt.show() You can see the inference output below.