Qwen3-VL PoweredTurn business cards
Turn business cards
into structured leads.
Upload business cards. AI extracts the details. Review, edit and export your leads in seconds.
- Vision AI
- 7-field extraction
- Excel export
Technical details
- Model
- Qwen3-VL-4B-Instruct (bf16)
- Inference
- Hugging Face ZeroGPU (Gradio Space)
- Frontend & API
- Vercel · Next.js
- Observed GPU time
- 2.5–3.6 s per card*
- Observed processing time
- 5.9–9.8 s per card* (server-measured)
- Fields
- 7 structured fields
- Export
- Excel (.xlsx)
* Range from about a dozen production runs on 20 Sep 2026 — a small sample, not a formal benchmark. Wall-clock time in the browser was longer on the slowest runs (13–18 s) because of cold starts and GPU queueing. AWS was not used; inference runs on Hugging Face ZeroGPU.