README.md

中文版

mobilenet

mobilenet model can classify img. It provides simple interfaces to use. You can use your own category model to classify img.

Setup

npm install

Compiles and hot-reloads for development

npm run dev

Usage

import * as mobilenet from '@paddlejs-models/mobilenet';

// You need to specify your model path and the binary file count
// If your has mean and std params, you need to specify them.
// map is the results your model can classify.
await mobilenet.load({
    path,
    mean: [0.485, 0.456, 0.406],
    std: [0.229, 0.224, 0.225]
}, map);

// get the result the mobilenet model classified.
const res = await mobilenet.classify(img);

Online experience

mobileNet：https://paddlejs.baidu.com/mobilenet

Performance