AI Selfie Passport Photo Maker

Please write and run a Python script in Code Interpreter using OpenCV and PIL to align and crop this image. Follow these steps: 1. Load the image. 2. Brute-force Rotation Scan (to handle extreme tilts where standard face detection fails): Load cv2 face and eye cascade classifiers ('haarcascade_frontalface_default.xml' and 'haarcascade_eye.xml'). Rotate the image from -180 to +180 degrees in steps of 10 degrees. For each rotated image, run face detection. If a face is found, run eye detection inside the face box. Score the rotation: Score = (number of faces found * 100) + (number of eyes found * 50). Find the rotation angle that gives the maximum score. 3. Apply Rotation: Rotate the original image by the best angle found. 4. Passport Crop: Run face detection on this rotated image. If a face is found, crop the image to a standard 3.5:4.5 passport aspect ratio, centering the face so that the face/head width occupies about 50-60% of the crop width, and the head vertical height occupies 60-70% of the crop height. If no face is detected, simply crop the center of the rotated image to a 3.5:4.5 ratio. 5. Save the output and provide a download link. Do not generate a new AI image; edit the uploaded file.