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POST
/
models
/
v2
/
google
/
owlv2-base-patch16-finetuned
zero-shot-object-detection
curl --request POST \
  --url https://api.bytez.com/models/v2/google/owlv2-base-patch16-finetuned \
  --header 'Authorization: <api-key>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "url": "https://ocean.si.edu/sites/default/files/styles/3_2_largest/public/2023-11/Screen_Shot_2018-04-16_at_1_42_56_PM.png.webp?itok=Icvi-ek9",
  "candidate_labels": [
    "squid",
    "octopus",
    "human",
    "cat"
  ]
}
'
{
  "error": "<string>",
  "output": [
    {
      "score": 0.838,
      "label": "octopus",
      "box": {
        "xmin": 0,
        "ymin": -2,
        "xmax": 990,
        "ymax": 665
      }
    }
  ]
}

Authorizations

​
Authorization
string
header
required

Set Authorization header to BYTEZ_KEY 'Authorization: YOUR_BYTEZ_KEY_HERE'

Body

application/json

Schema for zero-shot-object-detection models

​
url
string
required
Example:

"https://ocean.si.edu/sites/default/files/styles/3_2_largest/public/2023-11/Screen_Shot_2018-04-16_at_1_42_56_PM.png.webp?itok=Icvi-ek9"

​
candidate_labels
array
Example:
["squid", "octopus", "human", "cat"]
​
base64
string
Example:

"data:image/webp;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"

Response

Successful zero-shot-object-detection response.

​
error
string | null
required

Null on success; otherwise an error message.

​
output
array
required

Successful response with detected objects, scores, labels, and boxes

Example:
[
  {
    "score": 0.838,
    "label": "octopus",
    "box": {
      "xmin": 0,
      "ymin": -2,
      "xmax": 990,
      "ymax": 665
    }
  }
]