ObjectDetection - COCO

Detecting Objects in complex scenes

Algorithmia Platform License · Internet Access · Calls Other Algorithms

Try the API

{
  "boxes": [
    {
      "confidence": 0.9997156262397766,
      "coordinates": {
        "x0": 1484,
        "x1": 1675,
        "y0": 221,
        "y1": 655
      },
      "label": "person"
    },
    {
      "confidence": 0.999693751335144,
      "coordinates": {
        "x0": 1456,
        "x1": 1752,
        "y0": 651,
        "y1": 922
      },
      "label": "dog"
    },
    {
      "confidence": 0.9996084570884703,
      "coordinates": {
        "x0": 478,
        "x1": 634,
        "y0": 895,
        "y1": 1041
      },
      "label": "dog"
    },
    {
      "confidence": 0.9993320107460022,
      "coordinates": {
        "x0": 308,
        "x1": 508,
        "y0": 721,
        "y1": 954
      },
      "label": "dog"
    },
    {
      "confidence": 0.9990590214729308,
      "coordinates": {
        "x0": 105,
        "x1": 264,
        "y0": 449,
        "y1": 988
      },
      "label": "person"
    },
    {
      "confidence": 0.9984574317932128,
      "coordinates": {
        "x0": 775,
        "x1": 1122,
        "y0": 735,
        "y1": 1103
      },
      "label": "dog"
    },
    {
      "confidence": 0.9961158037185668,
      "coordinates": {
        "x0": 644,
        "x1": 793,
        "y0": 529,
        "y1": 781
      },
      "label": "person"
    },
    {
      "confidence": 0.9699774980545044,
      "coordinates": {
        "x0": 782,
        "x1": 833,
        "y0": 518,
        "y1": 660
      },
      "label": "person"
    },
    {
      "confidence": 0.9487058520317078,
      "coordinates": {
        "x0": 1056,
        "x1": 1124,
        "y0": 506,
        "y1": 652
      },
      "label": "person"
    },
    {
      "confidence": 0.9246744513511658,
      "coordinates": {
        "x0": 1005,
        "x1": 1088,
        "y0": 589,
        "y1": 739
      },
      "label": "person"
    },
    {
      "confidence": 0.737799882888794,
      "coordinates": {
        "x0": 344,
        "x1": 508,
        "y0": 781,
        "y1": 945
      },
      "label": "dog"
    }
  ],
  "image": "data://.algo/deeplearning/ObjectDetectionCOCO/temp/dog_park.png"
}

Install & Use

Use

curl -X POST -d '{  
   "image":"http://i.imgur.com/1IWZX69.jpg",
   "output":"data://.algo/deeplearning/ObjectDetectionCOCO/temp/dog_park.png",
   "min_score":0.7,
   "model":"faster_rcnn_resnet101"
}' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/deeplearning/ObjectDetectionCOCO/0.1.1