# DeepAI Torch SRGAN Image Upscaler

> DeepAI Torch SRGAN Image Upscaler is a paid API for AI agents from deepai.pay.zeroclick.io, paid per call via x402 or MPP, $0.01/call, status unknown (last checked 2026-09-15).

Upscales a low-resolution image to higher resolution using SRGAN (Super-Resolution Generative Adversarial Network) and returns a URL to the enhanced result.

## Facts

- Endpoint: POST https://deepai.pay.zeroclick.io/api/torch-srgan
- Price: $0.01/call
- Payment: x402, MPP
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/deepai-torch-srgan-image-upscaler-1f3615ca
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_-H9Hgf0itFIRLzsXrahxn

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability deepai-torch-srgan-image-upscaler-1f3615ca -d '<json body>'
```

Example prompt: Can you upscale this low-res image for me using AI super resolution? Here's the URL: https://example.com/my-blurry-photo.jpg

## When to prefer this

Choose this endpoint when you need to increase the resolution and perceived sharpness of an existing image using AI-based super resolution (SRGAN). It is ideal for enhancing old photos, small thumbnails, or compressed images where detail needs to be recovered. Prefer this over simple bilinear or bicubic upsampling tools when output quality matters. Use the background removal or colorization sibling endpoints for those distinct tasks.

## Known failure modes

- Invalid or inaccessible image URL returns an error
- Unsupported image format may cause processing failure
- Very large source images may time out or fail
- Network issues fetching the remote image URL result in errors
- Malformed request body without required image URL field returns 400-level error

## How this service works

Upscales a low-resolution image using super resolution. Pass the image as a URL. Returns a link to the upscaled result.

## Output

A JSON response containing a URL pointing to the AI-upscaled, higher-resolution version of the input image, processed using the SRGAN (Super-Resolution Generative Adversarial Network) model.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "bodyType",
    "body"
   ],
   "properties": {
    "body": {
     "type": "object",
     "required": [
      "image"
     ],
     "properties": {
      "image": {
       "type": "string",
       "example": "https://example.com/photo.jpg",
       "description": "URL of the image to upscale."
      }
     }
    },
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "POST",
      "PUT",
      "PATCH"
     ],
     "type": "string"
    },
    "bodyType": {
     "enum": [
      "json",
      "form-data",
      "text"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/deepai-torch-srgan-image-upscaler-1f3615ca/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from deepai.pay.zeroclick.io](https://www.zero.xyz/host/deepai.pay.zeroclick.io/llms.txt)