Sketch to Image Transformation with Nano Banana

 1import requests
 2import time
 3import json
 4
 5api_key = "YOUR_API_KEY"
 6url = "https://api.segmind.com/workflows/6903074cd526331b80459a32-v1"
 7
 8data = {
 9    "image_o05ms": [
10        "https://segmind-inference-inputs.s3.amazonaws.com/8c6d9b0f-14c6-4d6e-8bb6-8200bf07ae4b-41d8c7d32a0759a78d36a84b84cf0b68.jpg",
11        "https://segmind-inference-inputs.s3.amazonaws.com/cf25b0cc-9b6e-4159-a74c-0f511fef3d23-d475a23c-effb-45f5-a7a7-c16f42bd93c1.jpg"
12    ],
13    "str_z6ih5f": "Change the pose of the person in Figure 1 to that of Figure 2, and shoot in a professional studio"
14}
15
16def poll_for_result(poll_url):
17    """Poll the API until the generation is complete"""
18    while True:
19        response = requests.get(
20            poll_url,
21            headers={'Authorization': f'Bearer {api_key}'}
22        )
23        result = response.json()
24
25        if result['status'] == 'COMPLETED':
26            # Parse the output (it's a JSON string)
27            outputs = json.loads(result['output'])
28            return outputs
29        elif result['status'] == 'FAILED':
30            raise Exception(result.get('error', 'Generation failed'))
31
32        # Wait 7 seconds before polling again
33        time.sleep(7)
34
35# Make the initial request
36response = requests.post(
37    url,
38    json=data,
39    headers={
40        'Authorization': f'Bearer {api_key}',
41        'Content-Type': 'application/json'
42    }
43)
44
45if response.status_code == 200:
46    result = response.json()
47    print('Request queued:', result)
48
49    # Start polling for results
50    outputs = poll_for_result(result['poll_url'])
51    print('Generation complete:', outputs)
52else:
53    print(f"Error: {response.status_code}")
54    print(response.text)