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YOLOv8-Detection

Object Detection
PyTorch
real_time
android
Model card Files
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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 -79
README.md CHANGED
@@ -33,85 +33,85 @@ This model is an implementation of YOLOv8-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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- | YOLOv8-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.487 ms | 0 - 40 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 13.543 ms | 3 - 12 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.41 ms | 0 - 47 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 8.419 ms | 5 - 46 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.677 ms | 0 - 21 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 4.058 ms | 5 - 7 MB | NPU | -- |
42
- | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.196 ms | 0 - 40 MB | NPU | -- |
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- | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 5.468 ms | 2 - 14 MB | NPU | -- |
44
- | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.487 ms | 0 - 40 MB | NPU | -- |
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- | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 13.543 ms | 3 - 12 MB | NPU | -- |
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- | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.683 ms | 0 - 21 MB | NPU | -- |
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- | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 3.989 ms | 5 - 7 MB | NPU | -- |
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- | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.605 ms | 0 - 26 MB | NPU | -- |
49
- | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 7.677 ms | 0 - 17 MB | NPU | -- |
50
- | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.713 ms | 0 - 21 MB | NPU | -- |
51
- | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 3.987 ms | 6 - 9 MB | NPU | -- |
52
- | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.196 ms | 0 - 40 MB | NPU | -- |
53
- | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 5.468 ms | 2 - 14 MB | NPU | -- |
54
- | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.673 ms | 0 - 22 MB | NPU | -- |
55
- | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 3.952 ms | 0 - 80 MB | NPU | -- |
56
- | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.603 ms | 0 - 48 MB | NPU | -- |
57
- | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.129 ms | 0 - 55 MB | NPU | -- |
58
- | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 2.773 ms | 5 - 206 MB | NPU | -- |
59
- | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.018 ms | 0 - 177 MB | NPU | -- |
60
- | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.018 ms | 0 - 48 MB | NPU | -- |
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- | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 2.582 ms | 5 - 99 MB | NPU | -- |
62
- | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.639 ms | 1 - 88 MB | NPU | -- |
63
- | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.378 ms | 5 - 5 MB | NPU | -- |
64
- | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.891 ms | 5 - 5 MB | NPU | -- |
65
- | YOLOv8-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 7.632 ms | 1 - 11 MB | NPU | -- |
66
- | YOLOv8-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 4.598 ms | 2 - 44 MB | NPU | -- |
67
- | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 3.89 ms | 2 - 5 MB | NPU | -- |
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- | YOLOv8-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 4.479 ms | 2 - 15 MB | NPU | -- |
69
- | YOLOv8-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 15.169 ms | 2 - 14 MB | NPU | -- |
70
- | YOLOv8-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 7.632 ms | 1 - 11 MB | NPU | -- |
71
- | YOLOv8-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 4.022 ms | 2 - 6 MB | NPU | -- |
72
- | YOLOv8-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 5.23 ms | 0 - 17 MB | NPU | -- |
73
- | YOLOv8-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 3.911 ms | 2 - 5 MB | NPU | -- |
74
- | YOLOv8-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 4.479 ms | 2 - 15 MB | NPU | -- |
75
- | YOLOv8-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 3.9 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv8-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.881 ms | 2 - 22 MB | NPU | -- |
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- | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 2.546 ms | 2 - 46 MB | NPU | -- |
78
- | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.442 ms | 0 - 75 MB | NPU | -- |
79
- | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.886 ms | 2 - 42 MB | NPU | -- |
80
- | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.005 ms | 2 - 76 MB | NPU | -- |
81
- | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.447 ms | 2 - 2 MB | NPU | -- |
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- | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.688 ms | 1 - 1 MB | NPU | -- |
83
- | YOLOv8-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.335 ms | 0 - 20 MB | NPU | -- |
84
- | YOLOv8-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.331 ms | 4 - 13 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.661 ms | 0 - 35 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.851 ms | 1 - 36 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.497 ms | 0 - 15 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.559 ms | 1 - 12 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.884 ms | 0 - 22 MB | NPU | -- |
90
- | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.952 ms | 1 - 14 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.849 ms | 0 - 29 MB | NPU | -- |
92
- | YOLOv8-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 5.633 ms | 1 - 13 MB | NPU | -- |
93
- | YOLOv8-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 47.141 ms | 3 - 12 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.335 ms | 0 - 20 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.331 ms | 4 - 13 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.509 ms | 0 - 14 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.554 ms | 3 - 5 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.329 ms | 0 - 23 MB | NPU | -- |
99
- | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.344 ms | 1 - 18 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.51 ms | 0 - 14 MB | NPU | -- |
101
- | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.555 ms | 2 - 5 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.884 ms | 0 - 22 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.952 ms | 1 - 14 MB | NPU | -- |
104
- | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.508 ms | 0 - 15 MB | NPU | -- |
105
- | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.568 ms | 1 - 12 MB | NPU | -- |
106
- | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.526 ms | 0 - 28 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.987 ms | 0 - 32 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.024 ms | 1 - 34 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.886 ms | 1 - 81 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.92 ms | 0 - 24 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.889 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.31 ms | 1 - 78 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.839 ms | 1 - 1 MB | NPU | -- |
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- | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.893 ms | 0 - 0 MB | NPU | -- |
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34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | YOLOv8-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.523 ms | 0 - 40 MB | NPU | -- |
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+ | YOLOv8-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.669 ms | 3 - 98 MB | NPU | -- |
38
+ | YOLOv8-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.449 ms | 0 - 38 MB | NPU | -- |
39
+ | YOLOv8-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.269 ms | 5 - 44 MB | NPU | -- |
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+ | YOLOv8-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 5.639 ms | 0 - 22 MB | NPU | -- |
41
+ | YOLOv8-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.551 ms | 0 - 54 MB | NPU | -- |
42
+ | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.189 ms | 0 - 40 MB | NPU | -- |
43
+ | YOLOv8-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.212 ms | 2 - 120 MB | NPU | -- |
44
+ | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.523 ms | 0 - 40 MB | NPU | -- |
45
+ | YOLOv8-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.669 ms | 3 - 98 MB | NPU | -- |
46
+ | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.857 ms | 0 - 20 MB | NPU | -- |
47
+ | YOLOv8-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.551 ms | 0 - 55 MB | NPU | -- |
48
+ | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.577 ms | 0 - 27 MB | NPU | -- |
49
+ | YOLOv8-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.248 ms | 3 - 34 MB | NPU | -- |
50
+ | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.728 ms | 0 - 21 MB | NPU | -- |
51
+ | YOLOv8-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.543 ms | 0 - 67 MB | NPU | -- |
52
+ | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.189 ms | 0 - 40 MB | NPU | -- |
53
+ | YOLOv8-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.212 ms | 2 - 120 MB | NPU | -- |
54
+ | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.766 ms | 0 - 21 MB | NPU | -- |
55
+ | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.544 ms | 0 - 61 MB | NPU | -- |
56
+ | YOLOv8-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.577 ms | 0 - 50 MB | NPU | -- |
57
+ | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.131 ms | 0 - 52 MB | NPU | -- |
58
+ | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.659 ms | 5 - 227 MB | NPU | -- |
59
+ | YOLOv8-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.935 ms | 0 - 181 MB | NPU | -- |
60
+ | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 4.038 ms | 0 - 48 MB | NPU | -- |
61
+ | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.429 ms | 5 - 120 MB | NPU | -- |
62
+ | YOLOv8-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.013 ms | 4 - 89 MB | NPU | -- |
63
+ | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.22 ms | 5 - 5 MB | NPU | -- |
64
+ | YOLOv8-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.953 ms | 5 - 5 MB | NPU | -- |
65
+ | YOLOv8-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.949 ms | 2 - 32 MB | NPU | -- |
66
+ | YOLOv8-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.269 ms | 2 - 42 MB | NPU | -- |
67
+ | YOLOv8-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.468 ms | 2 - 12 MB | NPU | -- |
68
+ | YOLOv8-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.038 ms | 1 - 33 MB | NPU | -- |
69
+ | YOLOv8-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 13.288 ms | 2 - 36 MB | NPU | -- |
70
+ | YOLOv8-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.949 ms | 2 - 32 MB | NPU | -- |
71
+ | YOLOv8-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.539 ms | 2 - 12 MB | NPU | -- |
72
+ | YOLOv8-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.756 ms | 1 - 34 MB | NPU | -- |
73
+ | YOLOv8-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.503 ms | 2 - 11 MB | NPU | -- |
74
+ | YOLOv8-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.038 ms | 1 - 33 MB | NPU | -- |
75
+ | YOLOv8-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.498 ms | 2 - 12 MB | NPU | -- |
76
+ | YOLOv8-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.876 ms | 2 - 29 MB | NPU | -- |
77
+ | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.305 ms | 2 - 42 MB | NPU | -- |
78
+ | YOLOv8-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.5 ms | 2 - 77 MB | NPU | -- |
79
+ | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.97 ms | 3 - 34 MB | NPU | -- |
80
+ | YOLOv8-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.072 ms | 2 - 77 MB | NPU | -- |
81
+ | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.069 ms | 8 - 8 MB | NPU | -- |
82
+ | YOLOv8-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.628 ms | 2 - 2 MB | NPU | -- |
83
+ | YOLOv8-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.342 ms | 0 - 21 MB | NPU | -- |
84
+ | YOLOv8-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.33 ms | 1 - 24 MB | NPU | -- |
85
+ | YOLOv8-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.701 ms | 0 - 31 MB | NPU | -- |
86
+ | YOLOv8-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.748 ms | 1 - 33 MB | NPU | -- |
87
+ | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.49 ms | 0 - 15 MB | NPU | -- |
88
+ | YOLOv8-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.526 ms | 1 - 11 MB | NPU | -- |
89
+ | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.883 ms | 0 - 21 MB | NPU | -- |
90
+ | YOLOv8-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.936 ms | 1 - 25 MB | NPU | -- |
91
+ | YOLOv8-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.792 ms | 0 - 31 MB | NPU | -- |
92
+ | YOLOv8-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.024 ms | 1 - 33 MB | NPU | -- |
93
+ | YOLOv8-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 45.535 ms | 3 - 11 MB | NPU | -- |
94
+ | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.342 ms | 0 - 21 MB | NPU | -- |
95
+ | YOLOv8-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.33 ms | 1 - 24 MB | NPU | -- |
96
+ | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.508 ms | 0 - 15 MB | NPU | -- |
97
+ | YOLOv8-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.52 ms | 1 - 12 MB | NPU | -- |
98
+ | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.328 ms | 0 - 23 MB | NPU | -- |
99
+ | YOLOv8-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.281 ms | 1 - 28 MB | NPU | -- |
100
+ | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.51 ms | 0 - 16 MB | NPU | -- |
101
+ | YOLOv8-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.525 ms | 1 - 11 MB | NPU | -- |
102
+ | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.883 ms | 0 - 21 MB | NPU | -- |
103
+ | YOLOv8-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.936 ms | 1 - 25 MB | NPU | -- |
104
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.511 ms | 0 - 14 MB | NPU | -- |
105
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.519 ms | 1 - 12 MB | NPU | -- |
106
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.531 ms | 0 - 25 MB | NPU | -- |
107
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.989 ms | 0 - 36 MB | NPU | -- |
108
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.024 ms | 1 - 35 MB | NPU | -- |
109
+ | YOLOv8-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.908 ms | 1 - 81 MB | NPU | -- |
110
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.911 ms | 0 - 24 MB | NPU | -- |
111
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.732 ms | 1 - 32 MB | NPU | -- |
112
+ | YOLOv8-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.307 ms | 1 - 79 MB | NPU | -- |
113
+ | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.808 ms | 7 - 7 MB | NPU | -- |
114
+ | YOLOv8-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.904 ms | 0 - 0 MB | NPU | -- |
115
 
116
 
117