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MediaPipe-Face-Detection

Object Detection
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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (4) hide show
  1. MediaPipe-Face-Detection_FaceDetector_w8a8.onnx +2 -2
  2. MediaPipe-Face-Detection_FaceDetector_w8a8.tflite +1 -1
  3. MediaPipe-Face-Detection_FaceLandmarkDetector_w8a8.onnx +2 -2
  4. README.md +122 -122
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README.md CHANGED
@@ -37,128 +37,128 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
- | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.759 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
41
- | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 18.64 ms | 1 - 10 MB | NPU | Use Export Script |
42
- | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.817 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
43
- | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.808 ms | 1 - 26 MB | NPU | Use Export Script |
44
- | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.548 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
45
- | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.537 ms | 1 - 3 MB | NPU | Use Export Script |
46
- | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.081 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
47
- | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.009 ms | 1 - 15 MB | NPU | Use Export Script |
48
- | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.759 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
49
- | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 18.64 ms | 1 - 10 MB | NPU | Use Export Script |
50
- | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.553 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
51
- | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.536 ms | 1 - 3 MB | NPU | Use Export Script |
52
- | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.138 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
53
- | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.064 ms | 0 - 18 MB | NPU | Use Export Script |
54
- | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.549 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
55
- | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.536 ms | 1 - 3 MB | NPU | Use Export Script |
56
- | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.081 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
57
- | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.009 ms | 1 - 15 MB | NPU | Use Export Script |
58
- | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.554 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
59
- | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.541 ms | 2 - 8 MB | NPU | Use Export Script |
60
- | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.835 ms | 2 - 9 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 | 0.396 ms | 0 - 27 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 S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.39 ms | 0 - 27 MB | NPU | Use Export Script |
63
- | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.574 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.414 ms | 0 - 25 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.327 ms | 0 - 21 MB | NPU | Use Export Script |
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- | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.495 ms | 1 - 24 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.682 ms | 1 - 1 MB | NPU | Use Export Script |
68
- | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.891 ms | 2 - 2 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.861 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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- | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.877 ms | 0 - 10 MB | NPU | Use Export Script |
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- | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.338 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
72
- | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.407 ms | 0 - 27 MB | NPU | Use Export Script |
73
- | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.199 ms | 0 - 5 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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- | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.214 ms | 0 - 4 MB | NPU | Use Export Script |
75
- | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.456 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
76
- | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.447 ms | 0 - 15 MB | NPU | Use Export Script |
77
- | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.861 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
78
- | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.877 ms | 0 - 10 MB | NPU | Use Export Script |
79
- | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.194 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
80
- | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.22 ms | 0 - 3 MB | NPU | Use Export Script |
81
- | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.543 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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- | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.579 ms | 0 - 18 MB | NPU | Use Export Script |
83
- | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.198 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
84
  | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.215 ms | 0 - 3 MB | NPU | Use Export Script |
85
- | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.456 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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- | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.447 ms | 0 - 15 MB | NPU | Use Export Script |
87
- | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | 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) |
88
- | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.223 ms | 0 - 8 MB | NPU | Use Export Script |
89
- | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.369 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
90
- | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.142 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
91
- | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.165 ms | 0 - 25 MB | NPU | Use Export Script |
92
- | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.287 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
93
- | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.15 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
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- | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.16 ms | 0 - 17 MB | NPU | Use Export Script |
95
- | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.248 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.297 ms | 0 - 0 MB | NPU | Use Export Script |
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- | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.378 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
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- | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.667 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.665 ms | 0 - 10 MB | NPU | Use Export Script |
100
- | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.36 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.35 ms | 0 - 26 MB | NPU | Use Export Script |
102
- | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.224 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
103
- | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.233 ms | 0 - 3 MB | NPU | Use Export Script |
104
- | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.449 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
105
- | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.423 ms | 0 - 15 MB | NPU | Use Export Script |
106
- | 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) |
107
- | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.654 ms | 0 - 12 MB | NPU | Use Export Script |
108
- | FaceDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.175 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
109
- | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.667 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
110
- | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.665 ms | 0 - 10 MB | NPU | Use Export Script |
111
- | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.234 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
112
- | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.239 ms | 0 - 3 MB | NPU | Use Export Script |
113
- | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.59 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
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- | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.556 ms | 0 - 20 MB | NPU | Use Export Script |
115
- | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | 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) |
116
- | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.224 ms | 0 - 3 MB | NPU | Use Export Script |
117
- | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.449 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
118
- | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.423 ms | 0 - 15 MB | NPU | Use Export Script |
119
- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.237 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
120
- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.227 ms | 0 - 12 MB | NPU | Use Export Script |
121
- | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.381 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
122
- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.155 ms | 0 - 31 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
123
- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.145 ms | 0 - 28 MB | NPU | Use Export Script |
124
- | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.241 ms | 0 - 35 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
125
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.189 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
126
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.132 ms | 0 - 23 MB | NPU | Use Export Script |
127
- | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.283 ms | 0 - 26 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
128
- | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.324 ms | 0 - 0 MB | NPU | Use Export Script |
129
- | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.374 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
130
- | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.808 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
131
- | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.479 ms | 0 - 10 MB | NPU | Use Export Script |
132
- | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.261 ms | 0 - 22 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
133
- | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.269 ms | 0 - 22 MB | NPU | Use Export Script |
134
- | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.159 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
135
- | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.152 ms | 0 - 3 MB | NPU | Use Export Script |
136
- | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.346 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
137
- | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.332 ms | 0 - 15 MB | NPU | Use Export Script |
138
- | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.374 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
139
- | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.424 ms | 0 - 12 MB | NPU | Use Export Script |
140
- | FaceLandmarkDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.559 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
141
- | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.808 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
142
- | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.479 ms | 0 - 10 MB | NPU | Use Export Script |
143
- | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.161 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
144
  | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.151 ms | 0 - 2 MB | NPU | Use Export Script |
145
- | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.455 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
146
- | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.461 ms | 0 - 18 MB | NPU | Use Export Script |
147
- | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.156 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
148
- | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.144 ms | 0 - 3 MB | NPU | Use Export Script |
149
- | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.346 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
150
- | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.332 ms | 0 - 15 MB | NPU | Use Export Script |
151
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.164 ms | 0 - 5 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
152
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.149 ms | 0 - 10 MB | NPU | Use Export Script |
153
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.303 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
154
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.121 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
155
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.12 ms | 0 - 21 MB | NPU | Use Export Script |
156
- | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.213 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
157
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.124 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
158
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.119 ms | 0 - 19 MB | NPU | Use Export Script |
159
- | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.248 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
160
- | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.241 ms | 0 - 0 MB | NPU | Use Export Script |
161
- | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.301 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
162
 
163
 
164
 
@@ -222,8 +222,8 @@ Profiling Results
222
  FaceDetector
223
  Device : cs_8275 (ANDROID 14)
224
  Runtime : TFLITE
225
- Estimated inference time (ms) : 0.7
226
- Estimated peak memory usage (MB): [0, 17]
227
  Total # Ops : 114
228
  Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
229
 
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 18.746 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
41
+ | FaceDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 18.656 ms | 1 - 10 MB | NPU | Use Export Script |
42
+ | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.764 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
43
+ | FaceDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.733 ms | 1 - 29 MB | NPU | Use Export Script |
44
+ | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.546 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
45
+ | FaceDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.532 ms | 1 - 4 MB | NPU | Use Export Script |
46
+ | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.075 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
47
+ | FaceDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.013 ms | 1 - 13 MB | NPU | Use Export Script |
48
+ | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 18.746 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
49
+ | FaceDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 18.656 ms | 1 - 10 MB | NPU | Use Export Script |
50
+ | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.546 ms | 0 - 6 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
51
+ | FaceDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.535 ms | 1 - 4 MB | NPU | Use Export Script |
52
+ | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.129 ms | 0 - 17 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
53
+ | FaceDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.061 ms | 0 - 18 MB | NPU | Use Export Script |
54
+ | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.552 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
55
+ | FaceDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.531 ms | 0 - 2 MB | NPU | Use Export Script |
56
+ | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.075 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
57
+ | FaceDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.013 ms | 1 - 13 MB | NPU | Use Export Script |
58
+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.547 ms | 0 - 7 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
59
+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.535 ms | 1 - 7 MB | NPU | Use Export Script |
60
+ | FaceDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.84 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 | 0.399 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 | 0.385 ms | 1 - 26 MB | NPU | Use Export Script |
63
+ | FaceDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.575 ms | 1 - 29 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 | 0.415 ms | 0 - 19 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 | 0.325 ms | 0 - 21 MB | NPU | Use Export Script |
66
+ | FaceDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.603 ms | 1 - 22 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
67
+ | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.673 ms | 1 - 1 MB | NPU | Use Export Script |
68
+ | FaceDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.862 ms | 2 - 2 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
69
+ | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.564 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
70
+ | FaceLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.562 ms | 0 - 10 MB | NPU | Use Export Script |
71
+ | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.274 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
72
+ | FaceLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.333 ms | 0 - 21 MB | NPU | Use Export Script |
73
+ | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.198 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
74
+ | FaceLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.216 ms | 0 - 3 MB | NPU | Use Export Script |
75
+ | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.438 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
76
+ | FaceLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.436 ms | 0 - 13 MB | NPU | Use Export Script |
77
+ | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.564 ms | 0 - 14 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
78
+ | FaceLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.562 ms | 0 - 10 MB | NPU | Use Export Script |
79
+ | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.193 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
80
+ | FaceLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.214 ms | 0 - 2 MB | NPU | Use Export Script |
81
+ | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.555 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
82
+ | FaceLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.598 ms | 0 - 18 MB | NPU | Use Export Script |
83
+ | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.196 ms | 0 - 9 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
84
  | FaceLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.215 ms | 0 - 3 MB | NPU | Use Export Script |
85
+ | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.438 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
86
+ | FaceLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.436 ms | 0 - 13 MB | NPU | Use Export Script |
87
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.19 ms | 0 - 10 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
88
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.215 ms | 0 - 9 MB | NPU | Use Export Script |
89
+ | FaceLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.373 ms | 0 - 8 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
90
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.144 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
91
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.145 ms | 0 - 24 MB | NPU | Use Export Script |
92
+ | FaceLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.278 ms | 0 - 27 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
93
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.123 ms | 0 - 23 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.tflite) |
94
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.19 ms | 0 - 23 MB | NPU | Use Export Script |
95
+ | FaceLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.324 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
96
+ | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.309 ms | 0 - 0 MB | NPU | Use Export Script |
97
+ | FaceLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.373 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection.onnx) |
98
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.856 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
99
+ | FaceDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.824 ms | 0 - 10 MB | NPU | Use Export Script |
100
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.275 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
101
+ | FaceDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.277 ms | 0 - 26 MB | NPU | Use Export Script |
102
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.231 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
103
+ | FaceDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.221 ms | 0 - 2 MB | NPU | Use Export Script |
104
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.436 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
105
+ | FaceDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.419 ms | 0 - 12 MB | NPU | Use Export Script |
106
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.625 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
107
+ | FaceDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.638 ms | 0 - 11 MB | NPU | Use Export Script |
108
+ | FaceDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.95 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
109
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.856 ms | 0 - 18 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
110
+ | FaceDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.824 ms | 0 - 10 MB | NPU | Use Export Script |
111
+ | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.226 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
112
+ | FaceDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.225 ms | 0 - 3 MB | NPU | Use Export Script |
113
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.552 ms | 0 - 25 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
114
+ | FaceDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.544 ms | 0 - 17 MB | NPU | Use Export Script |
115
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.232 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
116
+ | FaceDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.234 ms | 0 - 3 MB | NPU | Use Export Script |
117
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.436 ms | 0 - 20 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
118
+ | FaceDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.419 ms | 0 - 12 MB | NPU | Use Export Script |
119
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.236 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
120
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.234 ms | 0 - 11 MB | NPU | Use Export Script |
121
+ | FaceDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.361 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
122
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.16 ms | 0 - 32 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
123
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.146 ms | 0 - 31 MB | NPU | Use Export Script |
124
+ | FaceDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.241 ms | 0 - 34 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
125
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.158 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
126
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.149 ms | 0 - 23 MB | NPU | Use Export Script |
127
+ | FaceDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.262 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
128
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.318 ms | 0 - 0 MB | NPU | Use Export Script |
129
+ | FaceDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.363 ms | 1 - 1 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
130
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.803 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
131
+ | FaceLandmarkDetector | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.785 ms | 0 - 10 MB | NPU | Use Export Script |
132
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.188 ms | 0 - 24 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
133
+ | FaceLandmarkDetector | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.195 ms | 0 - 23 MB | NPU | Use Export Script |
134
+ | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.151 ms | 0 - 11 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
135
+ | FaceLandmarkDetector | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.153 ms | 0 - 2 MB | NPU | Use Export Script |
136
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.342 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
137
+ | FaceLandmarkDetector | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.323 ms | 0 - 13 MB | NPU | Use Export Script |
138
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.415 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
139
+ | FaceLandmarkDetector | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.422 ms | 0 - 12 MB | NPU | Use Export Script |
140
+ | FaceLandmarkDetector | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 2.783 ms | 0 - 3 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
141
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.803 ms | 0 - 13 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
142
+ | FaceLandmarkDetector | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.785 ms | 0 - 10 MB | NPU | Use Export Script |
143
+ | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.16 ms | 0 - 5 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
144
  | FaceLandmarkDetector | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.151 ms | 0 - 2 MB | NPU | Use Export Script |
145
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.457 ms | 0 - 16 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
146
+ | FaceLandmarkDetector | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.439 ms | 0 - 17 MB | NPU | Use Export Script |
147
+ | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.144 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
148
+ | FaceLandmarkDetector | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.151 ms | 0 - 2 MB | NPU | Use Export Script |
149
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.342 ms | 0 - 15 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
150
+ | FaceLandmarkDetector | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.323 ms | 0 - 13 MB | NPU | Use Export Script |
151
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.15 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
152
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.146 ms | 0 - 11 MB | NPU | Use Export Script |
153
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.289 ms | 0 - 12 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
154
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.117 ms | 0 - 28 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
155
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.109 ms | 0 - 24 MB | NPU | Use Export Script |
156
+ | FaceLandmarkDetector | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.225 ms | 0 - 30 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
157
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.117 ms | 0 - 21 MB | NPU | [MediaPipe-Face-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.tflite) |
158
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.111 ms | 0 - 20 MB | NPU | Use Export Script |
159
+ | FaceLandmarkDetector | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.275 ms | 0 - 19 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
160
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.224 ms | 0 - 0 MB | NPU | Use Export Script |
161
+ | FaceLandmarkDetector | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.288 ms | 0 - 0 MB | NPU | [MediaPipe-Face-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection/blob/main/MediaPipe-Face-Detection_w8a8.onnx) |
162
 
163
 
164
 
 
222
  FaceDetector
223
  Device : cs_8275 (ANDROID 14)
224
  Runtime : TFLITE
225
+ Estimated inference time (ms) : 1.9
226
+ Estimated peak memory usage (MB): [0, 18]
227
  Total # Ops : 114
228
  Compute Unit(s) : npu (114 ops) gpu (0 ops) cpu (0 ops)
229