T+TAFE-IDFORENSICS LABPaper ↗

TAFE-ID / 05 / DEMO

Put a document
under the lens.

Inspect the saved ASCFormer prediction, view a public-domain scan, or preview your own image locally. New model predictions require the linked Colab environment.

LOCAL WORKBENCH

A real document. A recorded prediction.

DOCUMENT VIEWER / EDIT_0192 / RECORDED OUTPUTSAVED ASCFORMER SELF-TEST
Saved ASCFormer output on RTM edit_0192: a red predicted region near the top of the documentRecorded self-test screenshot · edit_0192

REAL MODEL OUTPUT / SAVED RUN

A prediction you can inspect.

This is the saved output from our successful ASCFormer self-test on RTM edit_0192. The red region was produced by the reference model. Viewing it does not rerun inference, and it is not a ground-truth annotation.

Recorded run: 1122 × 794 pixels · predicted region 0.279% of pixels · maximum model probability 0.969. These are output diagnostics, not accuracy scores.

View image source and license ↗Run the verified GPU demo in Colab ↗

New predictions require a running Colab session. This website currently shows a recorded result and local previews; it does not host the model.

FULL INFERENCE

Run the checkpoint in Colab.

The public Vercel page is static and privacy-safe. For measured ASCFormer inference, open the pinned Colab environment, run the self-test and submit an image there. The same verified environment and checkpoint are documented on the home page.

Open verified GPU demo ↗