Hugging Face's logo

qualcomm
/
YOLOv8-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
7c966d5
·
verified ·
1 Parent(s): 207ee8e

v0.47.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +100 -86
README.md CHANGED
@@ -44,92 +44,106 @@ See our repository for [YOLOv8-Detection on GitHub](https://github.com/quic/ai-h
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
- | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 5.576 ms | 5 - 5 MB | NPU
48
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.466 ms | 5 - 214 MB | NPU
49
- | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.398 ms | 5 - 12 MB | NPU
50
- | YOLOv8-Detection | ONNX | float | Qualcomm® QCS9075 | 7.069 ms | 5 - 7 MB | NPU
51
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.881 ms | 0 - 154 MB | NPU
52
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.381 ms | 0 - 153 MB | NPU
53
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X Elite | 4.93 ms | 2 - 2 MB | NPU
54
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.918 ms | 0 - 154 MB | NPU
55
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 344.267 ms | 65 - 70 MB | CPU
56
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.789 ms | 0 - 142 MB | NPU
57
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 5.779 ms | 2 - 5 MB | NPU
58
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 169.623 ms | 67 - 76 MB | CPU
59
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.278 ms | 1 - 131 MB | NPU
60
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 156.125 ms | 71 - 80 MB | CPU
61
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.04 ms | 0 - 133 MB | NPU
62
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.771 ms | 2 - 2 MB | NPU
63
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.225 ms | 0 - 136 MB | NPU
64
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 60.772 ms | 18 - 27 MB | CPU
65
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.809 ms | 0 - 5 MB | NPU
66
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 2.203 ms | 0 - 3 MB | NPU
67
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 41.45 ms | 19 - 30 MB | CPU
68
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.925 ms | 0 - 116 MB | NPU
69
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.536 ms | 21 - 32 MB | CPU
70
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.805 ms | 0 - 117 MB | NPU
71
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.026 ms | 5 - 5 MB | NPU
72
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.698 ms | 0 - 246 MB | NPU
73
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.578 ms | 0 - 164 MB | NPU
74
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.644 ms | 5 - 114 MB | NPU
75
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.245 ms | 1 - 166 MB | NPU
76
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 4.895 ms | 5 - 11 MB | NPU
77
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.113 ms | 5 - 190 MB | NPU
78
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.578 ms | 0 - 164 MB | NPU
79
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.924 ms | 0 - 159 MB | NPU
80
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.986 ms | 5 - 205 MB | NPU
81
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.729 ms | 5 - 202 MB | NPU
82
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.701 ms | 2 - 2 MB | NPU
83
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.246 ms | 2 - 73 MB | NPU
84
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 8.736 ms | 2 - 6 MB | NPU
85
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.661 ms | 1 - 52 MB | NPU
86
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.34 ms | 2 - 14 MB | NPU
87
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.903 ms | 0 - 54 MB | NPU
88
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.711 ms | 1 - 5 MB | NPU
89
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 20.961 ms | 2 - 169 MB | NPU
90
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.012 ms | 2 - 74 MB | NPU
91
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.661 ms | 1 - 52 MB | NPU
92
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.569 ms | 0 - 48 MB | NPU
93
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.538 ms | 2 - 55 MB | NPU
94
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.664 ms | 2 - 171 MB | NPU
95
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.254 ms | 2 - 60 MB | NPU
96
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.607 ms | 1 - 1 MB | NPU
97
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.965 ms | 1 - 53 MB | NPU
98
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.619 ms | 3 - 6 MB | NPU
99
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.222 ms | 1 - 38 MB | NPU
100
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.388 ms | 1 - 3 MB | NPU
101
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.784 ms | 1 - 39 MB | NPU
102
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.684 ms | 1 - 4 MB | NPU
103
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 8.472 ms | 1 - 155 MB | NPU
104
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.658 ms | 1 - 53 MB | NPU
105
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.222 ms | 1 - 38 MB | NPU
106
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.216 ms | 0 - 35 MB | NPU
107
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.695 ms | 1 - 36 MB | NPU
108
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.526 ms | 1 - 37 MB | NPU
109
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.584 ms | 0 - 39 MB | NPU
110
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.407 ms | 0 - 174 MB | NPU
111
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 13.069 ms | 0 - 102 MB | NPU
112
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.267 ms | 0 - 4 MB | NPU
113
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8775P | 4.919 ms | 0 - 105 MB | NPU
114
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.599 ms | 0 - 14 MB | NPU
115
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.245 ms | 0 - 74 MB | NPU
116
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA7255P | 13.069 ms | 0 - 102 MB | NPU
117
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8295P | 7.17 ms | 0 - 49 MB | NPU
118
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.822 ms | 0 - 109 MB | NPU
119
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.411 ms | 0 - 110 MB | NPU
120
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.908 ms | 0 - 51 MB | NPU
121
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.301 ms | 0 - 7 MB | NPU
122
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 57.151 ms | 8 - 40 MB | GPU
123
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.332 ms | 0 - 2 MB | NPU
124
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.697 ms | 0 - 40 MB | NPU
125
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.673 ms | 0 - 7 MB | NPU
126
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.417 ms | 0 - 153 MB | NPU
127
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.619 ms | 0 - 51 MB | NPU
128
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 57.151 ms | 8 - 40 MB | GPU
129
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.129 ms | 0 - 35 MB | NPU
130
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.659 ms | 0 - 33 MB | NPU
131
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.458 ms | 0 - 34 MB | NPU
132
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.587 ms | 0 - 40 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
133
 
134
  ## License
135
  * The license for the original implementation of YOLOv8-Detection can be found
 
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 6.342 ms | 5 - 5 MB | NPU
48
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.606 ms | 1 - 268 MB | NPU
49
+ | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.83 ms | 5 - 16 MB | NPU
50
+ | YOLOv8-Detection | ONNX | float | Qualcomm® QCS9075 | 6.748 ms | 5 - 7 MB | NPU
51
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.872 ms | 1 - 215 MB | NPU
52
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.527 ms | 1 - 218 MB | NPU
53
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X2 Elite | 2.978 ms | 3 - 3 MB | NPU
54
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X Elite | 4.917 ms | 2 - 2 MB | NPU
55
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.763 ms | 2 - 89 MB | NPU
56
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 336.932 ms | 66 - 71 MB | CPU
57
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.481 ms | 2 - 6 MB | NPU
58
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 5.758 ms | 2 - 5 MB | NPU
59
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 172.577 ms | 65 - 73 MB | CPU
60
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.023 ms | 1 - 69 MB | NPU
61
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 157.233 ms | 65 - 74 MB | CPU
62
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.831 ms | 0 - 70 MB | NPU
63
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.978 ms | 0 - 0 MB | NPU
64
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.806 ms | 2 - 2 MB | NPU
65
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.048 ms | 0 - 70 MB | NPU
66
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 59.877 ms | 20 - 29 MB | CPU
67
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.542 ms | 0 - 11 MB | NPU
68
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.843 ms | 0 - 3 MB | NPU
69
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 43.601 ms | 22 - 31 MB | CPU
70
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.744 ms | 0 - 51 MB | NPU
71
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 34.074 ms | 27 - 37 MB | CPU
72
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.65 ms | 0 - 50 MB | NPU
73
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 1.156 ms | 0 - 0 MB | NPU
74
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 8.658 ms | 3 - 3 MB | NPU
75
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.515 ms | 3 - 163 MB | NPU
76
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 119.565 ms | 59 - 69 MB | CPU
77
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 7.981 ms | 2 - 5 MB | NPU
78
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 10.28 ms | 2 - 5 MB | NPU
79
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 76.787 ms | 59 - 70 MB | CPU
80
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.888 ms | 2 - 121 MB | NPU
81
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 62.642 ms | 67 - 78 MB | CPU
82
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.361 ms | 0 - 115 MB | NPU
83
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 3.619 ms | 4 - 4 MB | NPU
84
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 3.953 ms | 5 - 5 MB | NPU
85
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.7 ms | 5 - 210 MB | NPU
86
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.543 ms | 1 - 178 MB | NPU
87
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.612 ms | 4 - 15 MB | NPU
88
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.236 ms | 1 - 181 MB | NPU
89
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 4.891 ms | 5 - 11 MB | NPU
90
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.115 ms | 5 - 189 MB | NPU
91
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.543 ms | 1 - 178 MB | NPU
92
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.89 ms | 1 - 160 MB | NPU
93
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.997 ms | 5 - 183 MB | NPU
94
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.706 ms | 5 - 185 MB | NPU
95
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.415 ms | 5 - 5 MB | NPU
96
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.679 ms | 2 - 2 MB | NPU
97
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.272 ms | 2 - 76 MB | NPU
98
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 9.08 ms | 2 - 6 MB | NPU
99
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.343 ms | 2 - 10 MB | NPU
100
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.916 ms | 1 - 54 MB | NPU
101
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.73 ms | 1 - 4 MB | NPU
102
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 20.514 ms | 2 - 169 MB | NPU
103
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.05 ms | 2 - 74 MB | NPU
104
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.638 ms | 0 - 49 MB | NPU
105
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.559 ms | 2 - 54 MB | NPU
106
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.646 ms | 0 - 168 MB | NPU
107
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.252 ms | 1 - 59 MB | NPU
108
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.9 ms | 2 - 2 MB | NPU
109
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.609 ms | 1 - 1 MB | NPU
110
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.945 ms | 1 - 52 MB | NPU
111
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.34 ms | 1 - 4 MB | NPU
112
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.311 ms | 1 - 38 MB | NPU
113
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.393 ms | 1 - 3 MB | NPU
114
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.79 ms | 1 - 40 MB | NPU
115
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.707 ms | 1 - 4 MB | NPU
116
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 8.376 ms | 1 - 156 MB | NPU
117
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.672 ms | 1 - 52 MB | NPU
118
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.311 ms | 1 - 38 MB | NPU
119
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.22 ms | 1 - 36 MB | NPU
120
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.708 ms | 1 - 36 MB | NPU
121
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.519 ms | 0 - 35 MB | NPU
122
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.576 ms | 1 - 39 MB | NPU
123
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.838 ms | 1 - 1 MB | NPU
124
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.394 ms | 0 - 110 MB | NPU
125
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 57.706 ms | 3 - 33 MB | GPU
126
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.283 ms | 0 - 3 MB | NPU
127
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8775P | 4.881 ms | 0 - 85 MB | NPU
128
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.633 ms | 0 - 14 MB | NPU
129
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.243 ms | 0 - 74 MB | NPU
130
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA7255P | 57.706 ms | 3 - 33 MB | GPU
131
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8295P | 7.191 ms | 0 - 50 MB | NPU
132
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.798 ms | 0 - 91 MB | NPU
133
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.382 ms | 0 - 94 MB | NPU
134
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.91 ms | 0 - 51 MB | NPU
135
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.242 ms | 0 - 7 MB | NPU
136
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.16 ms | 0 - 35 MB | NPU
137
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.332 ms | 0 - 8 MB | NPU
138
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.718 ms | 0 - 40 MB | NPU
139
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.675 ms | 0 - 7 MB | NPU
140
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.435 ms | 0 - 154 MB | NPU
141
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.583 ms | 0 - 51 MB | NPU
142
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.16 ms | 0 - 35 MB | NPU
143
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.144 ms | 0 - 34 MB | NPU
144
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.662 ms | 0 - 34 MB | NPU
145
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.48 ms | 0 - 35 MB | NPU
146
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.573 ms | 0 - 39 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of YOLOv8-Detection can be found