Project AURIONAI Use-Cases Research & Innovation
vision

SuperPoint

Self-supervised interest point detector and descriptor from Magic Leap, used for visual localisation and 3D reconstruction.

Magic LeapMagic LeapUSA
Magic Leap
Levelmodel
Classvision
Parameters1.3M
Contextnot in the notes
Released20 Dec 2017
Opennessopen weights restricted
Runs onmobile or NPU
Statusactive

R&D Topics

Optical flow and local feature matchingexemplarSelf-supervised visual representation learningproduced by

Identity

Developer
Magic Leap
Family
not in the notes
Released
20 Dec 2017 sourcesannouncement page
Weights published
13 Mar 2024
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
CNN
Total parameters
1.3M sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
image
Output
not in the notes
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 restricted
Licence
not in the notes sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
mobile or NPU
Footprint
Edge or toolkit builds listed in: Qualcomm AI Hub.
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/1712.07629 https://arxiv.org/abs/1712.07629
  2. huggingface.co/magic-leap-community/superpoint https://huggingface.co/magic-leap-community/superpoint
  3. aihub.qualcomm.com/models/superpoint https://aihub.qualcomm.com/models/superpoint
  4. github.com/rpautrat/SuperPoint https://github.com/rpautrat/SuperPoint
  5. huggingface.co/api/models?pipeline_tag=keypoint-detection&so... https://huggingface.co/api/models?pipeline_tag=keypoint-detection&sort=downloads&limit=50
  6. huggingface.co/ETH-CVG/lightglue_superpoint https://huggingface.co/ETH-CVG/lightglue_superpoint
  7. arxiv.org/html/1712.07629 https://arxiv.org/html/1712.07629

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "SuperPoint", https://aurion.semai.id/models/superpoint/, records of October 2026.