ESRGAN
ERGAN is an Image Super-Resolution (upscaler) model that enhances images with stunning, high-quality upscaling while preserving the exact composition of the original source. It improves detail without altering the image content.
~4.49s
~$0.005
1import requests
2import json
3
4url = "https://api.segmind.com/v1/esrgan"
5headers = {
6 "x-api-key": "YOUR_API_KEY",
7 "Content-Type": "application/json"
8}
9
10data = {
11 "image": "https://www.segmind.com/butterfly.png",
12 "scale": "2",
13 "output_format": "jpeg",
14 "quality": 95
15}
16
17response = requests.post(url, headers=headers, json=data)
18
19if response.status_code == 200:
20 result = response.json()
21 print(json.dumps(result, indent=2))
22else:
23 print(f"Error: {response.status_code}")
24 print(response.text)
1import requests
2import json
3
4url = "https://api.segmind.com/v1/esrgan"
5headers = {
6 "x-api-key": "YOUR_API_KEY",
7 "Content-Type": "application/json"
8}
9
10data = {
11 "image": "https://www.segmind.com/butterfly.png",
12 "scale": "2",
13 "output_format": "jpeg",
14 "quality": 95
15}
16
17response = requests.post(url, headers=headers, json=data)
18
19if response.status_code == 200:
20 result = response.json()
21 print(json.dumps(result, indent=2))
22else:
23 print(f"Error: {response.status_code}")
24 print(response.text)
API Endpoint
POST
https://api.segmind.com/v1/esrgan
Parameters
image
requiredstring (uri)
Input Image.
output_format
optionalstring
Format of the output image
Default:
"jpeg"
Allowed values :
"jpeg"
"png"
"webp"
quality
optionalinteger
Quality of the output image
Default:
95
Range: 10 - 100scale
optionalinteger
Scale of the output image
Default:
2
Allowed values :
2
4
8
Response Type
Returns: Image
Common Error Codes
The API returns standard HTTP status codes. Detailed error messages are provided in the response body.
400
Bad Request
Invalid parameters or request format
401
Unauthorized
Missing or invalid API key
403
Forbidden
Insufficient permissions
404
Not Found
Model or endpoint not found
406
Insufficient Credits
Not enough credits to process request
429
Rate Limited
Too many requests
500
Server Error
Internal server error
502
Bad Gateway
Service temporarily unavailable
504
Timeout
Request timed out