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@github-actions github-actions released this 15 Jun 23:09
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Neat Examples Collection 0.2.0

Neat Examples Collection 0.2.0 updates the example applications for the SiMa.ai 2.1.2 platform release and the latest Neat Development Environment. This release focuses on making the examples easier to reproduce, clearer to run on a Modalix DevKit, and more reliable when validating RTSP, Insight, and multi-stream video workflows.

The collection remains the fastest way to see how Neat applications are structured across common edge AI workloads: classification, object detection, segmentation, tracking, depth estimation, benchmarking, and GenAI-assisted vision examples.

Highlights

Updated for the 2.1.2 platform release

The examples are now aligned with the 2.1.2 SDK train and matching Neat runtime dependencies. Build and validation flows target the Neat Development Environment, with application execution documented for Modalix/DevKit deployment after build.

Clearer, more reproducible example docs

Example READMEs now focus on the supported reproduction path instead of mixing local build alternatives with SDK and DevKit workflows. The docs clarify where commands should run, link to the Neat Development Environment and Neat Library setup material, and include more concise configuration guidance.

Better RTSP and Insight workflows

This release improves examples that use RTSP inputs, VideoSender output, MetadataSender output, and Insight-based validation. Configs and docs now better reflect the expected SDK + Insight setup, helping users move from test media to application output with less manual interpretation.

More reliable multi-stream examples

The multi-stream object detection and people tracking examples now follow a cleaner scheduling pattern: one graph/run and one consumer thread per stream. E2E metadata checks were updated so multi-stream tests validate output across all configured streams.

Benchmark and portal updates

The benchmark example includes refreshed tooling for benchmark result updates, and the examples portal/docs received cleanup so external users can navigate the collection more easily.

Compatibility

Component Version
Platform compatibility 2.1.2
Neat Development Environment 2.1.2-compatible SDK train
Neat Library dependency Resolved through the release manifest

Install

Install the examples package with sima-cli:

sima-cli neat install apps@v0.2.0

Notable changes

  • Prepared Apps for the 2.1.2 release train.
  • Updated RTSP, VideoSender, MetadataSender, and Insight-related example configuration and documentation.
  • Clarified that examples are built in the Neat Development Environment and run on Modalix/DevKit targets after build.
  • Improved multi-stream object detector and people tracker scheduling and validation behavior.
  • Added benchmark result refresh tooling.
  • Simplified portal-facing example README content.
  • Updated CI/release wiring and issue sync configuration.

Full changelog

See the full comparison: v0.1.0...v0.2.0

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