Hugging Face's logo

qualcomm
/
MediaPipe-Face-Detection-Quantized

Object Detection
PyTorch
LiteRT
ONNX
real_time
quantized
android
Model card Files Community
qaihm-bot commited on
Commit
0324455
·
verified ·
1 Parent(s): db0c3bf

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +63 -63
README.md CHANGED
@@ -38,70 +38,70 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.258 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
42
- | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.242 ms | 0 - 2 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.so) |
43
- | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.471 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
44
- | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.179 ms | 0 - 30 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
45
- | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.157 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.so) |
46
- | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.31 ms | 0 - 33 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
47
- | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.189 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
48
- | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.166 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
49
- | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.341 ms | 0 - 20 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
50
- | FaceDetectorQuantizable | SA7255P ADP | SA7255P | TFLITE | 2.003 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
51
- | FaceDetectorQuantizable | SA7255P ADP | SA7255P | QNN | 1.88 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
52
- | FaceDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.27 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
53
- | FaceDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.242 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
54
- | FaceDetectorQuantizable | SA8295P ADP | SA8295P | TFLITE | 0.612 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
55
- | FaceDetectorQuantizable | SA8295P ADP | SA8295P | QNN | 0.579 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
56
- | FaceDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.27 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
57
- | FaceDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.242 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
58
- | FaceDetectorQuantizable | SA8775P ADP | SA8775P | TFLITE | 0.563 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
59
- | FaceDetectorQuantizable | SA8775P ADP | SA8775P | QNN | 0.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
60
- | FaceDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.68 ms | 0 - 25 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
61
- | FaceDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.643 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
62
- | FaceDetectorQuantizable | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.134 ms | 0 - 3 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
63
- | FaceDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2.003 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
64
- | FaceDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.88 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
65
- | FaceDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.27 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
66
- | FaceDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.245 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
67
- | FaceDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.563 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
68
- | FaceDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
69
- | FaceDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.377 ms | 0 - 24 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
70
- | FaceDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.367 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
71
- | FaceDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.342 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
72
- | FaceDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.403 ms | 1 - 1 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
73
  | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.182 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
74
- | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.161 ms | 0 - 3 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.so) |
75
- | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.474 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
76
- | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.135 ms | 0 - 25 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
77
- | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.116 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.so) |
78
- | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.359 ms | 0 - 25 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
79
- | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.116 ms | 0 - 19 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
80
- | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.117 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
81
- | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.349 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
82
- | FaceLandmarkDetectorQuantizable | SA7255P ADP | SA7255P | TFLITE | 0.882 ms | 0 - 13 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
83
- | FaceLandmarkDetectorQuantizable | SA7255P ADP | SA7255P | QNN | 0.797 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
84
- | FaceLandmarkDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.178 ms | 0 - 10 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
85
- | FaceLandmarkDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.154 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
86
- | FaceLandmarkDetectorQuantizable | SA8295P ADP | SA8295P | TFLITE | 0.509 ms | 0 - 16 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
87
- | FaceLandmarkDetectorQuantizable | SA8295P ADP | SA8295P | QNN | 0.456 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
88
- | FaceLandmarkDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.172 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
89
- | FaceLandmarkDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.155 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
90
- | FaceLandmarkDetectorQuantizable | SA8775P ADP | SA8775P | TFLITE | 0.435 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
91
- | FaceLandmarkDetectorQuantizable | SA8775P ADP | SA8775P | QNN | 0.376 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
92
- | FaceLandmarkDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.417 ms | 0 - 24 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
93
- | FaceLandmarkDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.389 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
94
- | FaceLandmarkDetectorQuantizable | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 2.812 ms | 0 - 2 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
95
- | FaceLandmarkDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 0.882 ms | 0 - 13 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
96
- | FaceLandmarkDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 0.797 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
97
- | FaceLandmarkDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.185 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
98
- | FaceLandmarkDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.161 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
99
- | FaceLandmarkDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.435 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
100
- | FaceLandmarkDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.376 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
101
- | FaceLandmarkDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.291 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
102
- | FaceLandmarkDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.265 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
103
- | FaceLandmarkDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.242 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
104
- | FaceLandmarkDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.454 ms | 0 - 0 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
105
 
106
 
107
 
 
38
 
39
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.262 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
42
+ | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.243 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.so) |
43
+ | FaceDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.48 ms | 2 - 13 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
44
+ | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.18 ms | 0 - 24 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
45
+ | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.165 ms | 0 - 28 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.so) |
46
+ | FaceDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.309 ms | 0 - 24 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
47
+ | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.157 ms | 0 - 20 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
48
+ | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.131 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
49
+ | FaceDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.282 ms | 0 - 20 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
50
+ | FaceDetectorQuantizable | SA7255P ADP | SA7255P | TFLITE | 2.023 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
51
+ | FaceDetectorQuantizable | SA7255P ADP | SA7255P | QNN | 1.856 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
52
+ | FaceDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.27 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
53
+ | FaceDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.241 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
54
+ | FaceDetectorQuantizable | SA8295P ADP | SA8295P | TFLITE | 0.669 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
55
+ | FaceDetectorQuantizable | SA8295P ADP | SA8295P | QNN | 0.576 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
56
+ | FaceDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.264 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
57
+ | FaceDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.239 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
58
+ | FaceDetectorQuantizable | SA8775P ADP | SA8775P | TFLITE | 0.55 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
59
+ | FaceDetectorQuantizable | SA8775P ADP | SA8775P | QNN | 0.51 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
60
+ | FaceDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.697 ms | 0 - 22 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
61
+ | FaceDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.64 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
62
+ | FaceDetectorQuantizable | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 4.791 ms | 0 - 2 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
63
+ | FaceDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2.023 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
64
+ | FaceDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1.856 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
65
+ | FaceDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.266 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
66
+ | FaceDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.237 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
67
+ | FaceDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.55 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
68
+ | FaceDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.51 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
69
+ | FaceDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.374 ms | 0 - 28 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.tflite) |
70
+ | FaceDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.362 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
71
+ | FaceDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.323 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
72
+ | FaceDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.418 ms | 1 - 1 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceDetectorQuantizable.onnx) |
73
  | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.182 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
74
+ | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.153 ms | 0 - 11 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.so) |
75
+ | FaceLandmarkDetectorQuantizable | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.47 ms | 0 - 9 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
76
+ | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.139 ms | 0 - 22 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
77
+ | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.118 ms | 0 - 19 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.so](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.so) |
78
+ | FaceLandmarkDetectorQuantizable | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.325 ms | 0 - 26 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
79
+ | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.134 ms | 0 - 19 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
80
+ | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.115 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
81
+ | FaceLandmarkDetectorQuantizable | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.347 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
82
+ | FaceLandmarkDetectorQuantizable | SA7255P ADP | SA7255P | TFLITE | 0.869 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
83
+ | FaceLandmarkDetectorQuantizable | SA7255P ADP | SA7255P | QNN | 0.798 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
84
+ | FaceLandmarkDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.181 ms | 0 - 5 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
85
+ | FaceLandmarkDetectorQuantizable | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.159 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
86
+ | FaceLandmarkDetectorQuantizable | SA8295P ADP | SA8295P | TFLITE | 0.502 ms | 0 - 17 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
87
+ | FaceLandmarkDetectorQuantizable | SA8295P ADP | SA8295P | QNN | 0.464 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
88
+ | FaceLandmarkDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.185 ms | 0 - 10 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
89
+ | FaceLandmarkDetectorQuantizable | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.15 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
90
+ | FaceLandmarkDetectorQuantizable | SA8775P ADP | SA8775P | TFLITE | 0.429 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
91
+ | FaceLandmarkDetectorQuantizable | SA8775P ADP | SA8775P | QNN | 0.391 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
92
+ | FaceLandmarkDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.403 ms | 0 - 21 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
93
+ | FaceLandmarkDetectorQuantizable | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.392 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
94
+ | FaceLandmarkDetectorQuantizable | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 2.793 ms | 0 - 3 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
95
+ | FaceLandmarkDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 0.869 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
96
+ | FaceLandmarkDetectorQuantizable | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 0.798 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
97
+ | FaceLandmarkDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.174 ms | 0 - 10 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
98
+ | FaceLandmarkDetectorQuantizable | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.154 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
99
+ | FaceLandmarkDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.429 ms | 0 - 12 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
100
+ | FaceLandmarkDetectorQuantizable | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.391 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
101
+ | FaceLandmarkDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.281 ms | 0 - 23 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.tflite](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.tflite) |
102
+ | FaceLandmarkDetectorQuantizable | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.256 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
103
+ | FaceLandmarkDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.228 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
104
+ | FaceLandmarkDetectorQuantizable | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.479 ms | 0 - 0 MB | INT8 | NPU | [MediaPipe-Face-Detection-Quantized.onnx](https://huggingface.co/qualcomm/MediaPipe-Face-Detection-Quantized/blob/main/FaceLandmarkDetectorQuantizable.onnx) |
105
 
106
 
107