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Zero Shot Image Classification
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Tasks

Zero Shot Image Classification

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

Send an image URL and a set of candidate labels to receive classification results:

import Bytez from 'bytez.js'

const sdk = new Bytez("BYTEZ_KEY");
const model = sdk.model("BilelDJ/clip-hugging-face-finetuned");

await model.create()

const { error, output } = await model.run({
  url: "https://as1.ftcdn.net/v2/jpg/03/03/55/82/1000_F_303558268_YNUQp9NNMTE0X4zrj314mbWcDHd1pZPD.jpg",
  candidate_labels: ["squid", "octopus", "human", "cat"]
});

console.log({ error, output })

You can send the via url or base64 data URL.

We recommend url for better performance, as base64 increases payload size.

Zero Shot ClassificationZero Shot Object Detection
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