configs/car_brands.json

{
   "specification":{
      "version":"1.0",
      "inputs":[
         {
            "type":"InferenceImage",
            "name":"image"
         },
         {
            "type":"InferenceParameter",
            "name":"car_types"
         },
         {
            "type":"InferenceParameter",
            "name":"detection_model",
            "default_value":"coco/6"
         }
      ],
      "steps":[
         {
            "type":"ObjectDetectionModel",
            "name":"detection",
            "image":"$inputs.image",
            "model_id":"$inputs.detection_model",
            "iou_threshold":0.5,
            "class_filter":[
               "car",
               "truck"
            ]
         },
         {
            "type":"Crop",
            "name":"cropping",
            "image":"$inputs.image",
            "detections":"$steps.detection.predictions"
         },
         {
            "type":"ClipComparison",
            "name":"clip",
            "image":"$steps.cropping.crops",
            "text":"$inputs.car_types"
         }
      ],
      "outputs":[
         {
            "type":"JsonField",
            "name":"predictions",
            "selector":"$steps.detection.predictions"
         },
         {
            "type":"JsonField",
            "name":"image",
            "selector":"$steps.detection.image"
         },
         {
            "type":"JsonField",
            "name":"clip",
            "selector":"$steps.clip.similarity"
         },
         {
            "type":"JsonField",
            "name":"crops",
            "selector":"$steps.cropping.crops"
         }
      ]
   }
}