Add model card for rfdetr-small-fp16-coreml
Browse files
README.md
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---
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license: apache-2.0
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tags:
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- coreml
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- object-detection
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- real-time
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- rfdetr
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- computer-vision
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---
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# Rfdetr Small Fp16 Coreml
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RF-DETR Small model exported to CoreML format (FP16) for Apple devices. Balanced performance with 512×512 resolution.
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## Model Details
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- **Model Type**: Object Detection
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- **Framework**: CoreML
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- **Precision**: FP16
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- **Input Resolution**: 512×512
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- **Performance**: ~37 FPS on iPhone 13 Mini
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- **Inference Time**: 27.07 ms
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## Usage
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This model can be used for real-time object detection on Apple devices (iOS, macOS, watchOS, tvOS).
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## Custom conversion to CoreML
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Check the repo https://github.com/pzoltowski/rf-detr-coreml
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## Performance
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| Model | Resolution | Inference Time (ms) | FPS |
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|-------|------------|---------------------|-----|
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| RF-DETR-Nano | 384×384 | 17.96 | ~56 |
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| RF-DETR-Small | 512×512 | 27.07 | ~37 |
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| RF-DETR-Medium | 576×576 | 41.85 | ~24 |
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*Performance measured on iPhone 13 Mini using Xcode performance tools with FP16 precision.*
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```
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