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MediaPipe-Face-Detection

Object Detection
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real_time
android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: apache-2.0
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  tags:
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  - real_time
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  - android
@@ -26,7 +26,7 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Object detection
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipeFaceDetector): 135K
@@ -35,66 +35,128 @@ More details on model performance across various devices, can be found
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  - Model size (MediaPipeFaceLandmarkDetector): 2.34 MB
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  - Number of output classes: 6
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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) |
41
- | 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) |
42
- | 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) |
43
- | 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) |
44
- | 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) |
45
- | 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) |
46
- | 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) |
47
- | 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) |
49
- | 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) |
50
- | FaceDetector | SA7255P ADP | SA7255P | QNN | 18.726 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
51
- | 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) |
52
- | FaceDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.528 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
53
- | 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) |
54
- | FaceDetector | SA8295P ADP | SA8295P | QNN | 1.065 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
55
- | 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) |
56
- | FaceDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.532 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
57
- | 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) |
58
- | FaceDetector | SA8775P ADP | SA8775P | QNN | 1.179 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
59
- | 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) |
60
- | FaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 18.726 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
61
- | 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) |
62
- | FaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.529 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
63
- | 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) |
64
- | FaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.179 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
65
- | 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) |
66
- | FaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.824 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
67
- | FaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.668 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
68
- | 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) |
69
- | 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) |
70
- | 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) |
71
- | 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) |
72
- | 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) |
73
- | 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) |
74
- | 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) |
75
- | 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) |
76
- | FaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.168 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
77
- | 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) |
78
- | 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) |
79
- | FaceLandmarkDetector | SA7255P ADP | SA7255P | QNN | 3.557 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
80
- | 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) |
81
- | 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) |
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- | 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 |
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- | 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) |
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- | FaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.52 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | FaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.38 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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- | FaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.314 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | 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) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -156,21 +218,21 @@ python -m qai_hub_models.models.mediapipe_face.export
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  Profiling Results
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  ------------------------------------------------------------
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  FaceDetector
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.6
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- Estimated peak memory usage (MB): [0, 6]
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- Total # Ops : 111
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- Compute Unit(s) : NPU (111 ops)
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166
  ------------------------------------------------------------
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  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, 7]
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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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1
  ---
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  library_name: pytorch
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+ license: other
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  tags:
5
  - real_time
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  - android
 
26
 
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  ### Model Details
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29
+ - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
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  - Input resolution: 256x256
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  - Number of parameters (MediaPipeFaceDetector): 135K
 
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  - Model size (MediaPipeFaceLandmarkDetector): 2.34 MB
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  - Number of output classes: 6
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.925 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.857 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.872 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.811 ms | 1 - 26 MB | NPU | Use Export Script |
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+ | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.551 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.535 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.072 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.027 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.925 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.857 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.555 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.539 ms | 1 - 3 MB | NPU | Use Export Script |
52
+ | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.144 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.03 ms | 0 - 20 MB | NPU | Use Export Script |
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+ | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.55 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.534 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.072 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.027 ms | 1 - 15 MB | NPU | Use Export Script |
58
+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.552 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.555 ms | 1 - 7 MB | NPU | Use Export Script |
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+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.835 ms | 1 - 7 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
61
+ | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.402 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
62
+ | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.39 ms | 1 - 22 MB | NPU | Use Export Script |
63
+ | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.598 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
64
+ | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.418 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
65
+ | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.394 ms | 1 - 22 MB | NPU | Use Export Script |
66
+ | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.686 ms | 1 - 1 MB | NPU | Use Export Script |
67
+ | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.858 ms | 2 - 2 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
68
+ | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.862 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
69
+ | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.862 ms | 0 - 10 MB | NPU | Use Export Script |
70
+ | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.335 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
71
+ | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.415 ms | 0 - 27 MB | NPU | Use Export Script |
72
+ | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.199 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
73
+ | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.216 ms | 0 - 3 MB | NPU | Use Export Script |
74
+ | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.445 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
75
+ | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.459 ms | 0 - 15 MB | NPU | Use Export Script |
76
+ | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.862 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
77
+ | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.862 ms | 0 - 10 MB | NPU | Use Export Script |
78
+ | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.195 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
79
+ | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.217 ms | 0 - 3 MB | NPU | Use Export Script |
80
+ | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.558 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
81
+ | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.573 ms | 0 - 18 MB | NPU | Use Export Script |
82
+ | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.197 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
83
+ | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.218 ms | 0 - 2 MB | NPU | Use Export Script |
84
+ | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.445 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
85
+ | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.459 ms | 0 - 15 MB | NPU | Use Export Script |
86
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.19 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
87
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.216 ms | 0 - 8 MB | NPU | Use Export Script |
88
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.379 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
89
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.15 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
90
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.157 ms | 0 - 21 MB | NPU | Use Export Script |
91
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.287 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
92
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.149 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
93
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.172 ms | 0 - 19 MB | NPU | Use Export Script |
94
+ | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.298 ms | 0 - 0 MB | NPU | Use Export Script |
95
+ | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.36 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
96
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.67 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
97
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.649 ms | 0 - 10 MB | NPU | Use Export Script |
98
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.345 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
99
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.36 ms | 0 - 30 MB | NPU | Use Export Script |
100
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.233 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
101
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.225 ms | 0 - 2 MB | NPU | Use Export Script |
102
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.442 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
103
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.426 ms | 0 - 15 MB | NPU | Use Export Script |
104
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.608 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
105
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.633 ms | 0 - 14 MB | NPU | Use Export Script |
106
+ | FaceDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.893 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
107
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.67 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
108
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.649 ms | 0 - 10 MB | NPU | Use Export Script |
109
+ | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.233 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
110
+ | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.23 ms | 0 - 2 MB | NPU | Use Export Script |
111
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.593 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
112
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.545 ms | 0 - 6 MB | NPU | Use Export Script |
113
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.23 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
114
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.236 ms | 0 - 2 MB | NPU | Use Export Script |
115
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.442 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
116
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.426 ms | 0 - 15 MB | NPU | Use Export Script |
117
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.237 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
118
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.238 ms | 0 - 12 MB | NPU | Use Export Script |
119
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.384 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
120
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.155 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
121
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.155 ms | 0 - 24 MB | NPU | Use Export Script |
122
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.27 ms | 0 - 32 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
123
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.16 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
124
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.135 ms | 0 - 23 MB | NPU | Use Export Script |
125
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.281 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
126
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.328 ms | 0 - 0 MB | NPU | Use Export Script |
127
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.371 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
128
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.509 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
129
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.48 ms | 0 - 10 MB | NPU | Use Export Script |
130
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.262 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
131
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.27 ms | 0 - 20 MB | NPU | Use Export Script |
132
+ | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.161 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
133
+ | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.156 ms | 0 - 3 MB | NPU | Use Export Script |
134
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.355 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
135
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.321 ms | 0 - 15 MB | NPU | Use Export Script |
136
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.368 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
137
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.383 ms | 0 - 11 MB | NPU | Use Export Script |
138
+ | FaceLandmarkDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.601 ms | 0 - 2 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
139
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.509 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
140
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.48 ms | 0 - 10 MB | NPU | Use Export Script |
141
+ | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.163 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
142
+ | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.148 ms | 0 - 2 MB | NPU | Use Export Script |
143
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.515 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
144
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.461 ms | 0 - 18 MB | NPU | Use Export Script |
145
+ | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.162 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
146
+ | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.156 ms | 0 - 2 MB | NPU | Use Export Script |
147
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.355 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
148
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.321 ms | 0 - 15 MB | NPU | Use Export Script |
149
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.153 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
150
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.154 ms | 0 - 11 MB | NPU | Use Export Script |
151
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.302 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
152
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.109 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
153
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.115 ms | 0 - 22 MB | NPU | Use Export Script |
154
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.206 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
155
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.123 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
156
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.134 ms | 0 - 18 MB | NPU | Use Export Script |
157
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.249 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
158
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.227 ms | 0 - 0 MB | NPU | Use Export Script |
159
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.307 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
160
 
161
 
162
 
 
218
  Profiling Results
219
  ------------------------------------------------------------
220
  FaceDetector
221
+ Device : cs_8275 (ANDROID 14)
222
+ Runtime : TFLITE
223
+ Estimated inference time (ms) : 0.7
224
+ Estimated peak memory usage (MB): [0, 16]
225
+ Total # Ops : 114
226
+ Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
227
 
228
  ------------------------------------------------------------
229
  FaceLandmarkDetector
230
+ Device : cs_8275 (ANDROID 14)
231
+ Runtime : TFLITE
232
+ Estimated inference time (ms) : 0.5
233
+ Estimated peak memory usage (MB): [0, 13]
234
+ Total # Ops : 108
235
+ Compute Unit(s) : npu (108 ops) gpu (0 ops) cpu (0 ops)
236
  ```
237
 
238