v1

latestOpenAPI 3.0.32026-07-26451985.7 KB

zero-shot-image-classification

Classify images into categories not seen during training for applications like novel object recognition, transfer learning, and few-shot learning

post/models/v2/BilelDJ/clip-hugging-face-finetuned

Request body

urlstring required

candidate_labelsstring[] required

base64string

Example request

{
  "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": [
    "octopus",
    "cat",
    "lizard"
  ],
  "base64": "data:image/webp;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"
}

Response

Successful zero-shot-image-classification response.

errorstring nullable required

Null on success; otherwise an error message.

Example response

{
  "output": [
    {
      "score": 0.3334539234638214,
      "label": "cat"
    },
    {
      "score": 0.3332984447479248,
      "label": "octopus"
    },
    {
      "score": 0.3332476019859314,
      "label": "lizard"
    }
  ]
}