detr-resnet-50 Beta

detr-resnet-50 Beta

Object Detection • Meta • Hosted

@cf/facebook/detr-resnet-50

DEtection TRansformer (DETR) model trained end-to-end on COCO 2017 object detection (118k annotated images).

Model Info
Beta	Yes
Unit Pricing	$0.0000075 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/facebook/detr-resnet-50",
      inputs
    );

    return new Response(JSON.stringify({ inputs: { image: [] }, response }));
  },
} satisfies ExportedHandler<Env>;

curl

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/facebook/detr-resnet-50  \
    -X POST  \
    -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN"  \
    --data-binary "@pedestrian-boulevard-manhattan-crossing.jpg"

Parameters

Input

Option 1

stringformat: binary

The image to use for detection

▶Option 2{}

object

Output

type

array

contentType

application/json

description

An array of detected objects within the input image

items

[object Object]

API Schemas (Raw)

Input

Output