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@@ -1,11 +1,11 @@
1
  ---
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  library_name: pytorch
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  license: apache-2.0
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- pipeline_tag: object-detection
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  tags:
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  - real_time
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  - quantized
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  - android
 
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  ---
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@@ -47,11 +47,6 @@ More details on model performance across various devices, can be found
47
  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.2 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
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  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.258 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
49
  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.662 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.onnx) |
50
- | MediaPipeFaceDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.703 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
51
- | MediaPipeFaceDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.764 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
52
- | MediaPipeFaceDetector | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.182 ms | 0 - 3 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
53
- | MediaPipeFaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.276 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
54
- | MediaPipeFaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.304 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
55
  | MediaPipeFaceDetector | SA7255P ADP | SA7255P | TFLITE | 1.999 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
56
  | MediaPipeFaceDetector | SA7255P ADP | SA7255P | QNN | 2.192 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
57
  | MediaPipeFaceDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.272 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
@@ -62,6 +57,15 @@ More details on model performance across various devices, can be found
62
  | MediaPipeFaceDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.306 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
63
  | MediaPipeFaceDetector | SA8775P ADP | SA8775P | TFLITE | 0.61 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
64
  | MediaPipeFaceDetector | SA8775P ADP | SA8775P | QNN | 0.8 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
65
  | MediaPipeFaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.328 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
66
  | MediaPipeFaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.385 ms | 0 - 27 MB | FP16 | NPU | Use Export Script |
67
  | MediaPipeFaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.41 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
@@ -75,11 +79,6 @@ More details on model performance across various devices, can be found
75
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.145 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
76
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.143 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
77
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.517 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.onnx) |
78
- | MediaPipeFaceLandmarkDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.42 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
79
- | MediaPipeFaceLandmarkDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.484 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
80
- | MediaPipeFaceLandmarkDetector | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 3.362 ms | 0 - 3 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
81
- | MediaPipeFaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.185 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
82
- | MediaPipeFaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.22 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
83
  | MediaPipeFaceLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 0.867 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
84
  | MediaPipeFaceLandmarkDetector | SA7255P ADP | SA7255P | QNN | 1.006 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
85
  | MediaPipeFaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.18 ms | 0 - 10 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
@@ -90,6 +89,15 @@ More details on model performance across various devices, can be found
90
  | MediaPipeFaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.223 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
91
  | MediaPipeFaceLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 0.435 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
92
  | MediaPipeFaceLandmarkDetector | SA8775P ADP | SA8775P | QNN | 0.624 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
93
  | MediaPipeFaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.228 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
94
  | MediaPipeFaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.254 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
95
  | MediaPipeFaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.332 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
 
1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
 
4
  tags:
5
  - real_time
6
  - quantized
7
  - android
8
+ pipeline_tag: object-detection
9
 
10
  ---
11
 
 
47
  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.2 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
48
  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.258 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
49
  | MediaPipeFaceDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.662 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.onnx) |
 
 
 
 
 
50
  | MediaPipeFaceDetector | SA7255P ADP | SA7255P | TFLITE | 1.999 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
51
  | MediaPipeFaceDetector | SA7255P ADP | SA7255P | QNN | 2.192 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
52
  | MediaPipeFaceDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.272 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
 
57
  | MediaPipeFaceDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.306 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
58
  | MediaPipeFaceDetector | SA8775P ADP | SA8775P | TFLITE | 0.61 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
59
  | MediaPipeFaceDetector | SA8775P ADP | SA8775P | QNN | 0.8 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
60
+ | MediaPipeFaceDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.703 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
61
+ | MediaPipeFaceDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.764 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
62
+ | MediaPipeFaceDetector | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.182 ms | 0 - 3 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
63
+ | MediaPipeFaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1.999 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
64
+ | MediaPipeFaceDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.192 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
65
+ | MediaPipeFaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.276 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
66
+ | MediaPipeFaceDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.304 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
67
+ | MediaPipeFaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.61 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
68
+ | MediaPipeFaceDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.8 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
69
  | MediaPipeFaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.328 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceDetector.tflite) |
70
  | MediaPipeFaceDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.385 ms | 0 - 27 MB | FP16 | NPU | Use Export Script |
71
  | MediaPipeFaceDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.41 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
 
79
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.145 ms | 0 - 17 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
80
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.143 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
81
  | MediaPipeFaceLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.517 ms | 0 - 20 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.onnx) |
 
 
 
 
 
82
  | MediaPipeFaceLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 0.867 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
83
  | MediaPipeFaceLandmarkDetector | SA7255P ADP | SA7255P | QNN | 1.006 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
84
  | MediaPipeFaceLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.18 ms | 0 - 10 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
 
89
  | MediaPipeFaceLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.223 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
90
  | MediaPipeFaceLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 0.435 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
91
  | MediaPipeFaceLandmarkDetector | SA8775P ADP | SA8775P | QNN | 0.624 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
92
+ | MediaPipeFaceLandmarkDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.42 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
93
+ | MediaPipeFaceLandmarkDetector | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.484 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
94
+ | MediaPipeFaceLandmarkDetector | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 3.362 ms | 0 - 3 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
95
+ | MediaPipeFaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 0.867 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
96
+ | MediaPipeFaceLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.006 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
97
+ | MediaPipeFaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.185 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
98
+ | MediaPipeFaceLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.22 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
99
+ | MediaPipeFaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.435 ms | 0 - 11 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
100
+ | MediaPipeFaceLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.624 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
101
  | MediaPipeFaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.228 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/MediaPipeFaceLandmarkDetector.tflite) |
102
  | MediaPipeFaceLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.254 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
103
  | MediaPipeFaceLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.332 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |