Skip to content
Cloudflare Docs
Docs DirectoryAPIsSDKs
Microsoft logo

resnet-50

Image Classification • Microsoft • Hosted

50 layers deep image classification CNN trained on more than 1M images from ImageNet

Model Info
More informationlink ↗
Unit Pricing$0.0000025 per inference request

Usage

export interface Env {
  AI: Ai;
}


export default {
  async fetch(request, env): Promise<Response> {
    const res = await fetch("https://cataas.com/cat");
    const blob = await res.arrayBuffer();


    const inputs = {
      image: [...new Uint8Array(blob)],
    };


    const response = await env.AI.run(
      "@cf/microsoft/resnet-50",
      inputs
    );


    return new Response(JSON.stringify(response));
  },
} satisfies ExportedHandler<Env>;

Parameters

Option 1
stringformat: binary
The image to classify

API Schemas

{
  "oneOf": [
    {
      "type": "string",
      "format": "binary",
      "description": "The image to classify"
    },
    {
      "type": "object",
      "properties": {
        "image": {
          "type": "array",
          "description": "An array of integers that represent the image data constrained to 8-bit unsigned integer values",
          "items": {
            "type": "number",
            "description": "A value between 0 and 255 (unsigned 8bit)"
          }
        }
      },
      "required": [
        "image"
      ]
    }
  ]
}