@galihru/tvmai/dist/index.js

Training and Evaluation AI Model Recommendation Engine for WebNN

import { loadImageDataset } from './loaders/imageLoader';
import { loadPDFDataset } from './loaders/pdfLoader';
import { loadCSVDataset } from './loaders/csvLoader';
import { analyzeDataset } from './core/datasetAnalyzer';
import { recommendModel } from './core/modelRecommender';
export const loadDataset = async (file) => {
    if (file.name.endsWith('.zip')) {
        if (file.name.toLowerCase().includes('image')) {
            return loadImageDataset(file);
        }
        else if (file.name.toLowerCase().includes('pdf')) {
            return loadPDFDataset(file);
        }
        else {
            try {
                return await loadImageDataset(file);
            }
            catch (e) {
                return await loadPDFDataset(file);
            }
        }
    }
    else if (file.name.endsWith('.csv')) {
        return loadCSVDataset(file);
    }
    else {
        throw new Error('Unsupported file format');
    }
};
export { analyzeDataset, recommendModel };