[BUG] ...improper removal of background

[Striker2k]

Describe the bug
1] When user is using id card, rembg is unable to crop inage

To Reproduce
Steps to reproduce the behavior:

1. Give model image of person with id card
2. make sure that the background is bright

Expected behavior
Image should remove background properly.

Images
Input images to reproduce.

OS Version:
Android Version 12

Rembg version:
v2.0.54

[Striker2k]

Code :

import rembg
import cv2
from PIL import Image

def remove_background(image_path, output_path):
input_image = cv2.imread(image_path)
input_image_rgb = cv2.cvtColor(input_image, cv2.COLOR_BGR2RGB)
output_image = rembg. remove(input_image_rgb)
output_image_gray = cv2.cvtColor(output_image, cv2.COLOR_RGB2GRAY"
contours, _= cv2.findContours(output_image_gray, cv2.RETR_EXTERNAL, cV2.CHAIN_APPROX_SIMPLE)

if len(contours) > 0:
    largest_contour = max(contours, key=cv2.contourArea)
    x, y, w, h = cv2.boundingRect(largest_contour)
    x1, y1, x2, y2 = x, y, x+w, y+h
    cropped_output_image = output_image[y1:y2, x1:x2]
    cropped_output_image_pil = Image.fromarray(cropped_output_image)

    cropped_output_image_pil.save(output_path)
    return output_path
else:
    print("Error: No foreground detected.")
    return None

image_path = "Media.jpeg"
output_path = "error.png"
remove_background(image_path, output_path)

Error.png / output

[github-actions]

This issue is stale because it has been open for 30 days with no activity.

[github-actions]

This issue was closed because it has been inactive for 14 days since being marked as stale.

[Striker2k]

Any update regarding this?