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rfdetr-nano-fp16-coreml
pzoltowski/rfdetr-nano-fp16-coreml
rfdetr-nano-fp16-coreml is a object detection model from pzoltowski. Use it when you need objects located in an image. The card lists the license as apache-2.0.
RF-DETR Nano model exported to CoreML format (FP16) for Apple devices. Fastest inference with 384×384 resolution.
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At a glance
- Task
- Object Detection
- License
- apache-2.0
- Access
- Public
- Created
- Sep 1, 2025
- Updated
- Sep 1, 2025
- SHA
- 380e0dd9
Model card
From the Hugging Face model README
Rfdetr Nano Fp16 Coreml
RF-DETR Nano model exported to CoreML format (FP16) for Apple devices. Fastest inference with 384×384 resolution.
Model Details
- Model Type: Object Detection
- Framework: CoreML
- Precision: FP16
- Input Resolution: 384×384
- Performance: ~56 FPS on iPhone 13 Mini
- Inference Time: 17.96 ms
Usage
This model can be used for real-time object detection on Apple devices (iOS, macOS, watchOS, tvOS).
Custom conversion to CoreML
Check the repo https://github.com/pzoltowski/rf-detr-coreml
Performance
| Model | Resolution | Inference Time (ms) | FPS |
|---|---|---|---|
| RF-DETR-Nano | 384×384 | 17.96 | ~56 |
| RF-DETR-Small | 512×512 | 27.07 | ~37 |
| RF-DETR-Medium | 576×576 | 41.85 | ~24 |
Performance measured on iPhone 13 Mini using Xcode performance tools with FP16 precision.
- Task
- Object Detection
- License
- apache-2.0
- Created
- Sep 1, 2025
- Updated
- Sep 1, 2025