Project AURIONAI Use-Cases Research & Innovation
Microsoft Research
vision

SimpleBaseline (pose)

Simple deconvolution-head baseline for human pose estimation and tracking.

Microsoft ResearchMicrosoft ResearchUSA
Figure from the SimpleBaseline (pose) paper: Illustration of two state-of-the-art network architectures for pose estimation (a) one stage in Hourglass, (b) CPN, and our simple baseline (c).
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released17 Apr 2018
Opennessunknown
Runs onnot in the notes
Statusactive

R&D Topics

Human pose estimationproduced by

Identity

Developer
Microsoft Research
Family
not in the notes
Released
17 Apr 2018 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
–
Note
SimpleBaseline2D; SimpleBaseline3D is a different paper (arXiv 1705.03098) for 3D lifting.
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
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/1804.06208 https://arxiv.org/abs/1804.06208
  2. github.com/open-mmlab/mmpose/tree/main/configs https://github.com/open-mmlab/mmpose/tree/main/configs
  3. arxiv.org/abs/1705.03098 https://arxiv.org/abs/1705.03098
  4. arxiv.org/html/1804.06208 https://arxiv.org/html/1804.06208

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "SimpleBaseline (Pose)", https://aurion.semai.id/models/simplebaseline/, records of October 2026.