vision
Palm Oil Ripeness (braincore, Roboflow)
Community oil palm fruit ripeness detection project on Roboflow Universe: about 3,940 images, 3 trained models.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Releasednot in the notes
Opennessunknown
Runs onnot in the notes
Statusactive
Industry Use Cases
Agriculture
Fresh fruit bunch ripeness gradingR&D Topics
Identity
- Developer
- not in the notes
- Family
- not in the notes
- Released
- – sources
- Weights published
- –
- 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
- other
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- image
- 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
- unknown
- Licence
- not in the notes sources
- Access routes
- API
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.
Links
Developersnone recorded
ModelPalm Oil Ripeness (braincore, Roboflow)vision
Who Runs ItPT Toba Agro Manunggal with BINUS (BDSRC)Research, 28 Jul 2026
PTPN IV PalmCoPlanned, 24 Sep 2025PKS PGK Jambi (palm oil mill; owner not stated)In production, 24 Sep 2025Deployments of these use cases; none names this model.
PTPN IV PalmCoPlanned, 24 Sep 2025PKS PGK Jambi (palm oil mill; owner not stated)In production, 24 Sep 2025Deployments of these use cases; none names this model.Sources
- universe.roboflow.com/braincore/palm-oil-ripeness https://universe.roboflow.com/braincore/palm-oil-ripeness
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Palm Oil Ripeness (Braincore, Roboflow)", https://aurion.semai.id/models/braincore-palm-oil-ripeness/, records of October 2026.