Bytez home pagelight logodark logo
  • Discord
  • Get support
  • Bytez-com/docs
  • Bytez-com/docs
Tasks
Image Feature Extraction
Docs
HTTP Reference
Integrations
API status
Model API
  • Welcome
  • Get started
  • Understand the API
  • Tasks
    • Audio Classification
    • Automatic Speech Recognition
    • Chat
    • Depth Estimation
    • Document Question Answering
    • Feature Extraction
    • Fill Mask
    • Image Classification
    • Image Feature Extraction
    • Image Segmentation
    • Image-to-Text
    • Mask Generation
    • Object Detection
    • Question Answering
    • Sentence Similarity
    • Summarization
    • Text Classification
    • Text Generation
    • Image Generation
    • Text-to-Speech
    • Text-to-Text Generation
    • Text-to-Video
    • Token Classification
    • Translation
    • Unconditional Image Generation
    • Video Classification
    • Visual Question Answering
    • Zero Shot Classification
    • Zero Shot Image Classification
    • Zero Shot Object Detection
Tasks

Image Feature Extraction

Extract features from images for tasks like object detection, image classification, and image retrieval.

For example, generate visual embeddings from an image:

import Bytez from 'bytez.js'

const sdk = new Bytez("BYTEZ_KEY");
const model = sdk.model("nomic-ai/nomic-embed-vision-v1");

await model.create()

const image = "https://as1.ftcdn.net/v2/jpg/03/03/55/82/1000_F_303558268_YNUQp9NNMTE0X4zrj314mbWcDHd1pZPD.jpg"
const { error, output } = await model.run({ url: image });

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.

Image ClassificationImage Segmentation
xgithublinkedindiscord
Powered by Mintlify