Real-ESRGAN
Real-ESRGAN is a deep learning-based image super-resolution model that enhances low-resolution images by inferring high-frequency detail and preserving texture quality. It uses generative adversarial techniques to upscale images while reducing noise and maintaining natural appearance.
API Reference
INTEGRATE
Complete technical specification for integration
Request Response
Examples 4
CODE
Ready-to-use code snippets for common workflows
Pixelated Seaside Ferris Wheel
{
"taskType": "upscale",
"taskUUID": "32774e2f-e05b-4a47-a34f-4e1eeba03822",
"model": "runware:504@1",
"upscaleFactor": 4,
"inputs": {
"image": "https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.jpg"
}
}{
"taskType": "imageUpscale",
"taskUUID": "32774e2f-e05b-4a47-a34f-4e1eeba03822",
"imageUUID": "2c52d7ed-a248-488e-a5c7-a7a3911d313a",
"imageURL": "https://im.runware.ai/image/os/a15d18/ws/3/ii/2c52d7ed-a248-488e-a5c7-a7a3911d313a.jpg",
"cost": 0.0013,
"inputImageUUID": "22a55295-a10e-4ebe-aa14-184319882ce6"
}Pixelated Arcade Alley Sign
{
"taskType": "upscale",
"taskUUID": "3b7abc57-90ef-40dc-aa1b-415f5b39c09a",
"model": "runware:504@1",
"upscaleFactor": 4,
"inputs": {
"image": "https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.jpg"
}
}{
"taskType": "imageUpscale",
"taskUUID": "3b7abc57-90ef-40dc-aa1b-415f5b39c09a",
"imageUUID": "35151ed3-fdb1-434c-8975-2c95dda6e0e8",
"imageURL": "https://im.runware.ai/image/os/a15d18/ws/3/ii/35151ed3-fdb1-434c-8975-2c95dda6e0e8.jpg",
"cost": 0.0006,
"inputImageUUID": "6d69ecd9-adb6-4221-b09b-095bda6d327c"
}Snowy Tramline Evening Facade
{
"taskType": "upscale",
"taskUUID": "e76de50d-fcc8-4a2c-b7ca-fc609c54c777",
"model": "runware:504@1",
"upscaleFactor": 4,
"inputs": {
"image": "https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.jpg"
}
}{
"taskType": "imageUpscale",
"taskUUID": "e76de50d-fcc8-4a2c-b7ca-fc609c54c777",
"imageUUID": "3c4dbc8e-f539-4013-a8df-9272c32169cd",
"imageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/3c4dbc8e-f539-4013-a8df-9272c32169cd.jpg",
"cost": 0.0006,
"inputImageUUID": "817fee08-4a00-4022-8f37-89fcd10382da"
}Weathered Station Mural Fragments
{
"taskType": "upscale",
"taskUUID": "67080314-0d7f-481f-a8b7-2fd12c33cb09",
"model": "runware:504@1",
"upscaleFactor": 4,
"inputs": {
"image": "https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.jpg"
}
}{
"taskType": "imageUpscale",
"taskUUID": "67080314-0d7f-481f-a8b7-2fd12c33cb09",
"imageUUID": "f1293d4e-e5d4-42e5-8131-6892517a4ee4",
"imageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/f1293d4e-e5d4-42e5-8131-6892517a4ee4.jpg",
"cost": 0.0006,
"inputImageUUID": "05bad6e0-ada4-4637-99ef-7e65b95bc7a6"
}