vision
ICNet
Real-time semantic segmentation on high-resolution images with an image cascade.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released27 Apr 2017
Opennessunknown
Runs onCPU server
Statusactive
Identity
- Developer
- The Chinese University of Hong Kong
- Family
- not in the notes
- Released
- 27 Apr 2017 sourcesannouncement page
- 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
- CNN
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- image
- Output
- image
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
- open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- CPU server
- Footprint
- Edge or toolkit builds listed in: OpenVINO.
- 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.
Links
ModelICNetThe Chinese University of Hong Kong, vision
ICNetThe Chinese University of Hong Kong, visionUse CasesMedical Image SegmentationHealthcareRobotic Waste and Recycling SortingIndustrialUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs Itnone recordedDeployments of these use cases; none names this model.
Sources
- arxiv.org/abs/1704.08545 https://arxiv.org/abs/1704.08545
- github.com/openvinotoolkit/open_model_zoo/tree/master/mo... https://github.com/openvinotoolkit/open_model_zoo/tree/master/models/intel/icnet-camvid-ava-0001
- github.com/open-mmlab/mmsegmentation/tree/main/configs/i... https://github.com/open-mmlab/mmsegmentation/tree/main/configs/icnet
- arxiv.org/html/1704.08545 https://arxiv.org/html/1704.08545
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "ICNet", https://aurion.semai.id/models/icnet/, records of October 2026.