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Clean Deployment with optimized structure
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import requests
import os
url = "http://127.0.0.1:8000/detect"
# Use a dummy small image or any file
# Since I don't have a real image handy that I'm sure of, I'll try to find one or create a dummy
# Actually, I'll just check if there are any images in the directory
files = [f for f in os.listdir('.') if f.endswith(('.jpg', '.png'))]
if not files:
print("No images found for testing.")
else:
img_path = files[0]
with open(img_path, 'rb') as f:
r = requests.post(url, files={'file': f}, data={'model': 'yolo'})
print(f"Status Code: {r.status_code}")
if r.status_code == 200:
data = r.json()
print("Comparison Keys:", data.get('comparison', {}).keys())
print("Full Comparison:", data.get('comparison'))
else:
print(f"Error: {r.text}")