Image & video data · ready-made dataset
Pakistani face and liveness set
Face and liveness models trained on Western and East Asian datasets underperform on South Asian faces, and the consent behind many biometric datasets does not survive a legal review. This set is captured with explicit biometric consent from subjects across Pakistan's major ethnic groups, with presentation attacks recorded on the same subjects.
Datasheet summary
What is in Pakistani Face & Liveness Set
Consented multi-pose, multi-lighting facial capture with print, replay, 2D and 3D mask presentation attacks.
| Dataset ID | TDA-IV-001 |
|---|---|
| Modality | Image |
| Languages / coverage | Punjabi, Sindhi, Pashtun, Baloch, Muhajir |
| Typical first delivery | 500–5,000 subjects |
| Free sample | 500 images with annotations and full metadata, within one business day |
| Provenance | Collected in Pakistan; collection date, location, contributor pseudonym, device profile and consent version on every record |
| Licence | Perpetual, worldwide, sublicensable; derivative-model rights stated explicitly. Exclusivity optional. Licensing detail |
| Delivery | Your S3, GCS or Azure bucket with manifests, checksums, QA report and datasheet |
| Guarantee | 14-day acceptance window; anything outside signed tolerance re-collected free |
Included in every delivery
- Multi-pose, multi-lighting facial capture
- Punjabi, Sindhi, Pashtun, Baloch and Muhajir subjects
- Print, replay, 2D and 3D mask presentation attacks
- Explicit per-subject biometric consent artefacts
Built for
- Face recognition and verification for South Asian populations
- Liveness and presentation-attack detection
- Bias measurement across ethnic groups
- KYC and identity-verification products in South Asia and the diaspora
Evaluate before you buy
Start with the free sample, then a pilot
Request 500 images with annotations and full metadata from Pakistani Face & Liveness Set — identical in format and quality to the paid corpus, no watermark, no sales call. Pilots are creditable against production and start within five business days of a signed SOW.
Average first response under 6 business hours. NDA signed same day.
- Consent form, licence text and DPA available before you commit
- Datasheet lists composition, QA method and known limitations
- Subsets by language, region or condition on request
- Custom collection to your spec using the same protocol
Answers
Questions about this dataset
Yes. Every subject signs a plain-language consent in their own language that names biometric use and machine-learning training, and the consent artefact is delivered per record.
Print, screen replay, 2D mask and 3D mask presentation attacks, captured on the same subjects as the genuine samples.
A typical first delivery covers 500–5,000 subjects; the datasheet gives the exact ethnic, age and gender composition.