resnet-50

resnet-50

Image Classification • Microsoft • Hosted

@cf/microsoft/resnet-50

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

Model Info
More information	link ↗
Unit Pricing	$0.0000025 per inference request

Usage

TypeScript

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>;

curl

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/microsoft/resnet-50  \
    -X POST  \
    -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN"  \
    --data-binary "@orange-llama.png"

Parameters

Input

Option 1

stringformat: binary

The image to classify

▶Option 2{}

object

Output

type

array

contentType

application/json

items

[object Object]

API Schemas (Raw)

Input

Output