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YOLOv10-Detection

Object Detection
PyTorch
real_time
android
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

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  1. README.md +79 -61
README.md CHANGED
@@ -32,67 +32,85 @@ This model is an implementation of YOLOv10-Detection found [here](https://github
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.287 ms | 0 - 41 MB | NPU | -- |
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- | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 13.242 ms | 4 - 13 MB | NPU | -- |
37
- | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.129 ms | 0 - 38 MB | NPU | -- |
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- | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 9.426 ms | 5 - 44 MB | NPU | -- |
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- | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.043 ms | 0 - 20 MB | NPU | -- |
40
- | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.324 ms | 5 - 7 MB | NPU | -- |
41
- | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.427 ms | 0 - 41 MB | NPU | -- |
42
- | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 5.676 ms | 2 - 14 MB | NPU | -- |
43
- | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.287 ms | 0 - 41 MB | NPU | -- |
44
- | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 13.242 ms | 4 - 13 MB | NPU | -- |
45
- | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.101 ms | 0 - 10 MB | NPU | -- |
46
- | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.35 ms | 6 - 8 MB | NPU | -- |
47
- | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.454 ms | 0 - 26 MB | NPU | -- |
48
- | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 8.683 ms | 0 - 16 MB | NPU | -- |
49
- | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.067 ms | 0 - 17 MB | NPU | -- |
50
- | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 4.318 ms | 5 - 7 MB | NPU | -- |
51
- | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.427 ms | 0 - 41 MB | NPU | -- |
52
- | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 5.676 ms | 2 - 14 MB | NPU | -- |
53
- | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 6.031 ms | 0 - 19 MB | NPU | -- |
54
- | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 4.307 ms | 0 - 38 MB | NPU | -- |
55
- | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.723 ms | 5 - 103 MB | NPU | -- |
56
- | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.363 ms | 0 - 56 MB | NPU | -- |
57
- | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 3.007 ms | 5 - 195 MB | NPU | -- |
58
- | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.993 ms | 0 - 171 MB | NPU | -- |
59
- | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.233 ms | 0 - 49 MB | NPU | -- |
60
- | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 2.794 ms | 5 - 110 MB | NPU | -- |
61
- | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.558 ms | 5 - 89 MB | NPU | -- |
62
- | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.742 ms | 5 - 5 MB | NPU | -- |
63
- | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.1 ms | 5 - 5 MB | NPU | -- |
64
- | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.738 ms | 0 - 24 MB | NPU | -- |
65
- | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.699 ms | 1 - 10 MB | NPU | -- |
66
- | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.048 ms | 0 - 41 MB | NPU | -- |
67
- | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.175 ms | 1 - 34 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.855 ms | 0 - 14 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.859 ms | 1 - 3 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.323 ms | 0 - 25 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.317 ms | 1 - 14 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.211 ms | 0 - 32 MB | NPU | -- |
73
- | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 5.778 ms | 1 - 12 MB | NPU | -- |
74
- | YOLOv10-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 55.075 ms | 2 - 18 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.738 ms | 0 - 24 MB | NPU | -- |
76
- | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.699 ms | 1 - 10 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.842 ms | 0 - 13 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.862 ms | 1 - 3 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.691 ms | 0 - 26 MB | NPU | -- |
80
- | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.67 ms | 1 - 18 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.859 ms | 0 - 7 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.86 ms | 1 - 3 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.323 ms | 0 - 25 MB | NPU | -- |
84
- | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.317 ms | 1 - 14 MB | NPU | -- |
85
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.849 ms | 0 - 13 MB | NPU | -- |
86
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.872 ms | 0 - 11 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.587 ms | 0 - 31 MB | NPU | -- |
88
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.232 ms | 0 - 34 MB | NPU | -- |
89
- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.243 ms | 1 - 40 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.781 ms | 1 - 76 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.133 ms | 0 - 29 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.897 ms | 1 - 35 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.184 ms | 0 - 84 MB | NPU | -- |
94
- | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.155 ms | 1 - 1 MB | NPU | -- |
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- | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.302 ms | 0 - 0 MB | NPU | -- |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
34
  |---|---|---|---|---|---|---|---|---|
35
+ | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.234 ms | 0 - 41 MB | NPU | -- |
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+ | YOLOv10-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.906 ms | 1 - 99 MB | NPU | -- |
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+ | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.132 ms | 0 - 39 MB | NPU | -- |
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+ | YOLOv10-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.1 ms | 5 - 45 MB | NPU | -- |
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+ | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.017 ms | 0 - 18 MB | NPU | -- |
40
+ | YOLOv10-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.942 ms | 0 - 72 MB | NPU | -- |
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+ | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.428 ms | 0 - 41 MB | NPU | -- |
42
+ | YOLOv10-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.461 ms | 2 - 104 MB | NPU | -- |
43
+ | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.234 ms | 0 - 41 MB | NPU | -- |
44
+ | YOLOv10-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.906 ms | 1 - 99 MB | NPU | -- |
45
+ | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.02 ms | 0 - 18 MB | NPU | -- |
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+ | YOLOv10-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.978 ms | 0 - 59 MB | NPU | -- |
47
+ | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 10.452 ms | 0 - 26 MB | NPU | -- |
48
+ | YOLOv10-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.267 ms | 3 - 37 MB | NPU | -- |
49
+ | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.155 ms | 0 - 9 MB | NPU | -- |
50
+ | YOLOv10-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.966 ms | 0 - 61 MB | NPU | -- |
51
+ | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.428 ms | 0 - 41 MB | NPU | -- |
52
+ | YOLOv10-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.461 ms | 2 - 104 MB | NPU | -- |
53
+ | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 6.121 ms | 0 - 11 MB | NPU | -- |
54
+ | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.953 ms | 0 - 67 MB | NPU | -- |
55
+ | YOLOv10-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.873 ms | 5 - 76 MB | NPU | -- |
56
+ | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.381 ms | 0 - 49 MB | NPU | -- |
57
+ | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.794 ms | 5 - 215 MB | NPU | -- |
58
+ | YOLOv10-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.083 ms | 5 - 172 MB | NPU | -- |
59
+ | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.204 ms | 0 - 49 MB | NPU | -- |
60
+ | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.668 ms | 5 - 133 MB | NPU | -- |
61
+ | YOLOv10-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.594 ms | 4 - 88 MB | NPU | -- |
62
+ | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.592 ms | 5 - 5 MB | NPU | -- |
63
+ | YOLOv10-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.169 ms | 5 - 5 MB | NPU | -- |
64
+ | YOLOv10-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.563 ms | 1 - 34 MB | NPU | -- |
65
+ | YOLOv10-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.744 ms | 2 - 45 MB | NPU | -- |
66
+ | YOLOv10-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.022 ms | 2 - 15 MB | NPU | -- |
67
+ | YOLOv10-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.642 ms | 2 - 34 MB | NPU | -- |
68
+ | YOLOv10-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 14.416 ms | 2 - 40 MB | NPU | -- |
69
+ | YOLOv10-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.563 ms | 1 - 34 MB | NPU | -- |
70
+ | YOLOv10-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.056 ms | 2 - 13 MB | NPU | -- |
71
+ | YOLOv10-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.401 ms | 2 - 37 MB | NPU | -- |
72
+ | YOLOv10-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.048 ms | 2 - 13 MB | NPU | -- |
73
+ | YOLOv10-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.642 ms | 2 - 34 MB | NPU | -- |
74
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.049 ms | 2 - 12 MB | NPU | -- |
75
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.808 ms | 0 - 33 MB | NPU | -- |
76
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.707 ms | 2 - 46 MB | NPU | -- |
77
+ | YOLOv10-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.35 ms | 2 - 85 MB | NPU | -- |
78
+ | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.877 ms | 2 - 42 MB | NPU | -- |
79
+ | YOLOv10-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.691 ms | 2 - 124 MB | NPU | -- |
80
+ | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.721 ms | 21 - 21 MB | NPU | -- |
81
+ | YOLOv10-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.143 ms | 2 - 2 MB | NPU | -- |
82
+ | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.717 ms | 0 - 24 MB | NPU | -- |
83
+ | YOLOv10-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.784 ms | 1 - 27 MB | NPU | -- |
84
+ | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.041 ms | 0 - 33 MB | NPU | -- |
85
+ | YOLOv10-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.114 ms | 1 - 35 MB | NPU | -- |
86
+ | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.843 ms | 0 - 13 MB | NPU | -- |
87
+ | YOLOv10-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.825 ms | 1 - 12 MB | NPU | -- |
88
+ | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.288 ms | 0 - 24 MB | NPU | -- |
89
+ | YOLOv10-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.293 ms | 0 - 27 MB | NPU | -- |
90
+ | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.08 ms | 0 - 30 MB | NPU | -- |
91
+ | YOLOv10-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.641 ms | 1 - 34 MB | NPU | -- |
92
+ | YOLOv10-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 57.96 ms | 2 - 12 MB | NPU | -- |
93
+ | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.717 ms | 0 - 24 MB | NPU | -- |
94
+ | YOLOv10-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.784 ms | 1 - 27 MB | NPU | -- |
95
+ | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.856 ms | 0 - 14 MB | NPU | -- |
96
+ | YOLOv10-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.847 ms | 1 - 12 MB | NPU | -- |
97
+ | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.68 ms | 0 - 29 MB | NPU | -- |
98
+ | YOLOv10-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.631 ms | 1 - 31 MB | NPU | -- |
99
+ | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.859 ms | 0 - 13 MB | NPU | -- |
100
+ | YOLOv10-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.821 ms | 1 - 12 MB | NPU | -- |
101
+ | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.288 ms | 0 - 24 MB | NPU | -- |
102
+ | YOLOv10-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.293 ms | 0 - 27 MB | NPU | -- |
103
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.856 ms | 0 - 13 MB | NPU | -- |
104
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.844 ms | 1 - 13 MB | NPU | -- |
105
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.655 ms | 0 - 31 MB | NPU | -- |
106
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.233 ms | 0 - 32 MB | NPU | -- |
107
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.258 ms | 1 - 40 MB | NPU | -- |
108
+ | YOLOv10-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.767 ms | 1 - 77 MB | NPU | -- |
109
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.138 ms | 0 - 27 MB | NPU | -- |
110
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.095 ms | 1 - 33 MB | NPU | -- |
111
+ | YOLOv10-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.222 ms | 0 - 85 MB | NPU | -- |
112
+ | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.155 ms | 9 - 9 MB | NPU | -- |
113
+ | YOLOv10-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.289 ms | 0 - 0 MB | NPU | -- |
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