sinapsis-object-detection v0.2.0

sinapsis-object-detection mono-repo continues to provide powerful tools and utilities to streamline the configuration and deployment of object detection pipelines—helping developers build advanced AI-driven applications with ease.

What's New

• Expanded Template Support
  The mono-repo now includes the sinapsis-rfdetr package with support for the RFDETR object detection library, and utilities to simplify the configuration and deployment of advanced object detection systems, helping developers go from prototype to production with ease.

Key Features:

• RFDETRExport & RFDETRLargeExport

      Templates for exporting RFDETRBase and RFDETRLarge models to ONNX—streamlining model deployment across platforms.
  

• RFDETRInference & RFDETRLargeInference

      Inference templates for evaluating RFDETR models on image datasets.
  

• RFDETRTrain & RFDETRLargeTrain

      Training templates for both RFDETR variants, optimized for quick experimentation and scalability.
  

What’s Next?

The roadmap for sinapsis-object-detection includes:

• Additional object detection templates to support more frameworks and models.
• Native support for multi-label object detection, unlocking more complex detection scenarios.

With these updates, sinapsis-object-detection continues to evolve into a robust, modular, and developer-friendly framework for modern object detection workflows.