| 1 | import express from 'express'; |
| 2 | import { getPipeline, getRawImage } from '../transformers.js'; |
| 3 | |
| 4 | export const router = express.Router(); |
| 5 | |
| 6 | const TASK = 'image-to-text'; |
| 7 | |
| 8 | router.post('/', async (req, res) => { |
| 9 | try { |
| 10 | const { image } = req.body; |
| 11 | |
| 12 | const rawImage = await getRawImage(image); |
| 13 | |
| 14 | if (!rawImage) { |
| 15 | console.warn('Failed to parse captioned image'); |
| 16 | return res.sendStatus(400); |
| 17 | } |
| 18 | |
| 19 | const pipe = await getPipeline(TASK); |
| 20 | const result = await pipe(rawImage); |
| 21 | const text = result[0].generated_text; |
| 22 | console.info('Image caption:', text); |
| 23 | |
| 24 | return res.json({ caption: text }); |
| 25 | } catch (error) { |
| 26 | console.error(error); |
| 27 | return res.sendStatus(500); |
| 28 | } |
| 29 | }); |