resnet-50

import { Ai } from "@cloudflare/ai";

export interface Env {
  AI: Ai;
}

export default {
  async fetch(request: Request, env: Env) {
    const res: any = await fetch("https://cataas.com/cat");
    const blob = await res.arrayBuffer();

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

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

    return new Response(JSON.stringify(response));
  },
};

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

{
"oneOf": [
  {
    "type": "string",
    "format": "binary"
  },
  {
    "type": "object",
    "properties": {
      "image": {
        "type": "array",
        "items": {
          "type": "number"
        }
      }
    }
  }
]
}

{
"type": "array",
"contentType": "application/json",
"items": {
  "type": "object",
  "properties": {
    "score": {
      "type": "number"
    },
    "label": {
      "type": "string"
    }
  }
}
}