chore: use coreml version of rf detr on iOS

Author: NorbertKlockiewicz

docs/docs/03-hooks/02-computer-vision/useObjectDetection.md

@@ -121,7 +121,7 @@ See the full guide: [VisionCamera Integration](./visioncamera-integration.md).
 | Model                                                                                                                         | Number of classes | Class list                                                    | Multi-size Support  |
 | ----------------------------------------------------------------------------------------------------------------------------- | ----------------- | ------------------------------------------------------------- | ------------------- |
 | [SSDLite320 MobileNetV3 Large](https://huggingface.co/software-mansion/react-native-executorch-ssdlite320-mobilenet-v3-large) | 91                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 320×320) |
-| [RF-DETR Nano](https://huggingface.co/software-mansion/react-native-executorch-rf-detr-nano)                                  | 80                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 312×312) |
+| [RF-DETR Nano](https://huggingface.co/software-mansion/react-native-executorch-rf-detr-nano)                                  | 80                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 384×384) |
 | [YOLO26N](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |
 | [YOLO26S](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |
 | [YOLO26M](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |

docs/versioned_docs/version-0.8.x/03-hooks/02-computer-vision/useObjectDetection.md

@@ -121,7 +121,7 @@ See the full guide: [VisionCamera Integration](./visioncamera-integration.md).
 | Model                                                                                                                         | Number of classes | Class list                                                    | Multi-size Support  |
 | ----------------------------------------------------------------------------------------------------------------------------- | ----------------- | ------------------------------------------------------------- | ------------------- |
 | [SSDLite320 MobileNetV3 Large](https://huggingface.co/software-mansion/react-native-executorch-ssdlite320-mobilenet-v3-large) | 91                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 320×320) |
-| [RF-DETR Nano](https://huggingface.co/software-mansion/react-native-executorch-rf-detr-nano)                                  | 80                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 312×312) |
+| [RF-DETR Nano](https://huggingface.co/software-mansion/react-native-executorch-rf-detr-nano)                                  | 80                | [COCO](../../06-api-reference/enumerations/CocoLabel.md)      | No (fixed: 384×384) |
 | [YOLO26N](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |
 | [YOLO26S](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |
 | [YOLO26M](https://huggingface.co/software-mansion/react-native-executorch-yolo26)                                             | 80                | [COCO YOLO](../../06-api-reference/enumerations/CocoLabel.md) | Yes (384/512/640)   |

packages/react-native-executorch/src/constants/modelUrls.ts

@@ -452,7 +452,10 @@ const SSDLITE_320_MOBILENET_V3_LARGE_MODEL =
   Platform.OS === 'ios'
     ? `${URL_PREFIX}-ssdlite320-mobilenet-v3-large/${VERSION_TAG}/coreml/ssdlite320_mobilenet_v3_large_coreml_fp16.pte`
     : `${URL_PREFIX}-ssdlite320-mobilenet-v3-large/${VERSION_TAG}/xnnpack/ssdlite320_mobilenet_v3_large_xnnpack_fp32.pte`;
-const RF_DETR_NANO_MODEL = `${URL_PREFIX}-rfdetr-nano-detector/${VERSION_TAG}/rfdetr_detector.pte`;
+const RF_DETR_NANO_MODEL =
+  Platform.OS === 'ios'
+    ? `${URL_PREFIX}-rfdetr-nano-detector/${VERSION_TAG}/coreml/rfdetr_n_det_coreml_int8.pte`
+    : `${URL_PREFIX}-rfdetr-nano-detector/${VERSION_TAG}/rfdetr_detector.pte`;
 
 /**
  * @category Models - Object Detection
@@ -861,7 +864,10 @@ const YOLO26S_SEG_MODEL = `${URL_PREFIX}-yolo26-seg/${VERSION_TAG}/yolo26s-seg/x
 const YOLO26M_SEG_MODEL = `${URL_PREFIX}-yolo26-seg/${VERSION_TAG}/yolo26m-seg/xnnpack/yolo26m-seg.pte`;
 const YOLO26L_SEG_MODEL = `${URL_PREFIX}-yolo26-seg/${VERSION_TAG}/yolo26l-seg/xnnpack/yolo26l-seg.pte`;
 const YOLO26X_SEG_MODEL = `${URL_PREFIX}-yolo26-seg/${VERSION_TAG}/yolo26x-seg/xnnpack/yolo26x-seg.pte`;
-const RF_DETR_NANO_SEG_MODEL = `${URL_PREFIX}-rfdetr-nano-segmentation/${VERSION_TAG}/rfdetr_segmentation.pte`;
+const RF_DETR_NANO_SEG_MODEL =
+  Platform.OS === 'ios'
+    ? `${URL_PREFIX}-rfdetr-nano-segmentation/${VERSION_TAG}/coreml/rfdetr_n_seg_coreml_int8.pte`
+    : `${URL_PREFIX}-rfdetr-nano-segmentation/${VERSION_TAG}/rfdetr_segmentation.pte`;
 /**
  * @category Models - Instance Segmentation
  */