Model
SytheticaDETR is a real-time object detection model based on a transformer architecture trained entirely in simulation and works on real images zero-shot.
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| Field | Response |
|---|---|
| Verified to have met prescribed quality standards? | Yes. |
| Target Key Performance Indicator(s) (KPI(s)): | mean Averaged Precision (mAP). |
| Model Application(s): | Object detection for robotics and autonomous machines. |
| Describe life critical application (if present): | None. |
| Use Case Restrictions: | Should not be used for life critical applications. |
| Model and dataset restrictions: | The Principle of least privilege (PoLP) is applied limiting access for dataset generation and model development. Restrictions enforce dataset access during training and dataset license constraints adhered to. |