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MediaPipe-Face-Detection

Object Detection
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LiteRT
ONNX
real_time
android
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@@ -37,64 +37,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.551 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.537 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.so) |
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- | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.838 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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- | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.403 ms | 0 - 29 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.383 ms | 1 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.so) |
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- | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.579 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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- | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.344 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.465 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.593 ms | 1 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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- | FaceDetector | SA7255P ADP | SA7255P | TFLITE | 18.69 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | SA7255P ADP | SA7255P | QNN | 18.639 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.545 ms | 0 - 4 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.533 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | SA8295P ADP | SA8295P | TFLITE | 1.154 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | SA8295P ADP | SA8295P | QNN | 1.057 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.551 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.528 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | SA8775P ADP | SA8775P | TFLITE | 1.25 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | SA8775P ADP | SA8775P | QNN | 1.205 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 18.69 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 18.639 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.546 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.543 ms | 1 - 5 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.25 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.205 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.827 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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- | FaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.868 ms | 1 - 28 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.669 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | FaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.845 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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- | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.19 ms | 0 - 8 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.216 ms | 0 - 2 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.so) |
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- | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.373 ms | 0 - 8 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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- | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.146 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.156 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.so) |
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- | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.266 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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- | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.127 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.17 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.293 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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- | FaceLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 3.548 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | SA7255P ADP | SA7255P | QNN | 3.543 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.205 ms | 0 - 8 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.222 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 0.569 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | SA8295P ADP | SA8295P | QNN | 0.613 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.198 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.217 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 0.501 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | SA8775P ADP | SA8775P | QNN | 0.519 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3.548 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3.543 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.19 ms | 0 - 8 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.219 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.501 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.519 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.348 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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- | FaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.366 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.309 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.36 ms | 1 - 1 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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@@ -168,7 +168,7 @@ FaceLandmarkDetector
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.2
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- Estimated peak memory usage (MB): [0, 8]
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  Total # Ops : 100
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  Compute Unit(s) : NPU (100 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.553 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.547 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.so) |
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+ | FaceDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.859 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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+ | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.4 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.397 ms | 0 - 29 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.so) |
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+ | FaceDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.569 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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+ | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.412 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.409 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.588 ms | 1 - 18 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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+ | FaceDetector | SA7255P ADP | SA7255P | TFLITE | 18.702 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | SA7255P ADP | SA7255P | QNN | 18.726 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.552 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.528 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | SA8295P ADP | SA8295P | TFLITE | 1.17 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | SA8295P ADP | SA8295P | QNN | 1.065 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.55 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.532 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | SA8775P ADP | SA8775P | TFLITE | 1.251 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | SA8775P ADP | SA8775P | QNN | 1.179 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 18.702 ms | 0 - 14 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 18.726 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.545 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.529 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.251 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.179 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.826 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.tflite) |
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+ | FaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.824 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.668 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | FaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.846 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceDetector.onnx) |
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+ | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.205 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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+ | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.226 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.so) |
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+ | FaceLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.386 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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+ | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.151 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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+ | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.16 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Face-Detection.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.so) |
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+ | FaceLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.277 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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+ | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.128 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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+ | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.168 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.329 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
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+ | FaceLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 3.543 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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+ | FaceLandmarkDetector | SA7255P ADP | SA7255P | QNN | 3.557 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.198 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
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+ | FaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.22 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
82
+ | FaceLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 0.578 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
83
+ | FaceLandmarkDetector | SA8295P ADP | SA8295P | QNN | 0.575 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
84
+ | FaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.203 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
85
+ | FaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.215 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
86
+ | FaceLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 0.506 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
87
+ | FaceLandmarkDetector | SA8775P ADP | SA8775P | QNN | 0.52 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
88
+ | FaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3.543 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
89
+ | FaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3.557 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
90
+ | FaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.206 ms | 0 - 4 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
91
+ | FaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.217 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
92
+ | FaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.506 ms | 0 - 13 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
93
+ | FaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.52 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
94
+ | FaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.344 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.tflite) |
95
+ | FaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.38 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
96
+ | FaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.314 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
97
+ | FaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.375 ms | 1 - 1 MB | FP16 | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/FaceLandmarkDetector.onnx) |
98
 
99
 
100
 
 
168
  Device : Samsung Galaxy S23 (13)
169
  Runtime : TFLITE
170
  Estimated inference time (ms) : 0.2
171
+ Estimated peak memory usage (MB): [0, 7]
172
  Total # Ops : 100
173
  Compute Unit(s) : NPU (100 ops)
174
  ```