Project AURIONAI Use-Cases Research & Innovation
vision

Falcon Perception

TII open-vocabulary perception model for detection and segmentation from text prompts.

Technology Innovation Institute (TII)Technology Innovation Institute (TII)UAE
Technology Innovation Institute (TII)
Levelmodel
Classvision
Parameters632.37M
Contextnot in the notes
Released28 Mar 2026
Opennessopen weights permissive
Runs onnot in the notes
Statusactive

R&D Topics

Open-vocabulary object detection and groundingproduced by

Identity

Developer
Technology Innovation Institute (TII)
Family
not in the notes
Released
28 Mar 2026 sourcesannouncement page
Weights published
22 Feb 2026
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
dense transformer
Total parameters
632.37M sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
image, text
Output
labels and boxes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights permissive
Licence
Apache License 2.0 sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2603.27365 https://arxiv.org/abs/2603.27365
  2. huggingface.co/tiiuae/Falcon-Perception https://huggingface.co/tiiuae/Falcon-Perception
  3. huggingface.co/api/models?pipeline_tag=mask-generation&sort=... https://huggingface.co/api/models?pipeline_tag=mask-generation&sort=downloads&limit=50

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Falcon Perception", https://aurion.semai.id/models/tii-falcon-perception/, records of October 2026.