README.md

中文版

wine

Wine is a wine bottle recognition module. Based on mobilenetv2 model, users need to input the model file path and classification mapping file to obtain the classification results.

Setup

npm install

Compiles and hot-reloads for development

npm run dev

Compiles and minifies for production

npm run build

Usage

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

// model load
const path = 'https://paddlejs.bj.bcebos.com/models/fuse/mobilenet/wine_fuse_activation/model.json';
await mobilenet.load({
    path,
    mean: [0.485, 0.456, 0.406],
    std: [0.229, 0.224, 0.225]
}, map);

// get classification results
const res = await mobilenet.classify(img);

Online experience

wine：https://paddlejs.baidu.com/wine

Performance