test_api.py

import requests
from pathlib import Path

# Create simple test images if you don't have any
from PIL import Image
import io

# Option 1: Use dummy images
face_img = Image.new('RGB', (224, 224), color='blue')
sig_img = Image.new('L', (150, 220), color='white')

face_bytes = io.BytesIO()
face_img.save(face_bytes, format='PNG')
face_bytes.seek(0)

sig_bytes = io.BytesIO()
sig_img.save(sig_bytes, format='PNG')
sig_bytes.seek(0)

# Send to API
files = {
    'face': ('face.png', face_bytes, 'image/png'),
    'signature': ('signature.png', sig_bytes, 'image/png')
}

print("Testing API at http://localhost:8000/verify...")
response = requests.post('http://localhost:8000/verify', files=files)
print(response.json())