time seriesfamily
InceptionTime
Deep convolutional ensemble for time series classification. Paper by Ismail Fawaz et al. (2019).
Levelfamily
Classtime series
Parametersnot in the notes
Contextnot in the notes
Released11 Sep 2019
Opennessopen source
Runs onnot in the notes
Statusactive
Identity
- Developer
- Universite de Haute-Alsace
- Family
- not in the notes
- Released
- 11 Sep 2019 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 Ensemble of Inception-style convolutional networks
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- time series
- Output
- time series
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 source
- Licence
- GNU General Public License v3.0 sources
- Access routes
- not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- Licence is that of the authors' hfawaz/InceptionTime repository (GPL-3.0).
- 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
ModelInceptionTimeUniversite de Haute-Alsace, time series
InceptionTimeUniversite de Haute-Alsace, time seriesUse CasesIndustrial Forecasting (Load, Throughput, Demand)IndustrialDemand ForecastingRetail and LogisticsUse 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.
Organisations 1
Sources
- arxiv.org/abs/1909.04939 https://arxiv.org/abs/1909.04939
- github.com/hfawaz/InceptionTime https://github.com/hfawaz/InceptionTime
- huggingface.co/datasets/pwc-archive/methods https://huggingface.co/datasets/pwc-archive/methods
- arxiv.org/html/1909.04939 https://arxiv.org/html/1909.04939
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "InceptionTime", https://aurion.semai.id/models/inceptiontime/, records of October 2026.