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YOLOv9-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

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  1. README.md +121 -92
README.md CHANGED
@@ -44,98 +44,127 @@ See our repository for [YOLOv9-Detection on GitHub](https://github.com/qualcomm/
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
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- | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.231 ms | 2 - 238 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Snapdragon® X2 Elite | 3.62 ms | 3 - 3 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Snapdragon® X Elite | 10.581 ms | 5 - 5 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.511 ms | 5 - 299 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.042 ms | 3 - 139 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Qualcomm® QCS9075 | 10.331 ms | 5 - 7 MB | NPU
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- | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.217 ms | 1 - 242 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 101.049 ms | 9 - 139 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 100.896 ms | 0 - 0 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® X Elite | 308.612 ms | 2 - 2 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 224.223 ms | 3 - 166 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 466.97 ms | 81 - 87 MB | CPU
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- | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 294.787 ms | 2 - 9 MB | NPU
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- | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 184.316 ms | 2 - 5 MB | NPU
61
- | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 217.243 ms | 82 - 99 MB | CPU
62
- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 99.285 ms | 0 - 118 MB | NPU
63
- | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 198.818 ms | 81 - 94 MB | CPU
64
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.465 ms | 1 - 97 MB | NPU
65
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 110.813 ms | 0 - 0 MB | NPU
66
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® X Elite | 187.332 ms | 2 - 2 MB | NPU
67
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.188 ms | 1 - 120 MB | NPU
68
- | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 101.457 ms | 22 - 35 MB | CPU
69
- | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 179.559 ms | 0 - 7 MB | NPU
70
- | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 190.565 ms | 1 - 4 MB | NPU
71
- | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 61.922 ms | 24 - 45 MB | CPU
72
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 112.596 ms | 2 - 89 MB | NPU
73
- | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.178 ms | 23 - 40 MB | CPU
74
- | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.765 ms | 5 - 212 MB | NPU
75
- | YOLOv9-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.453 ms | 5 - 5 MB | NPU
76
- | YOLOv9-Detection | QNN_DLC | float | Snapdragon® X Elite | 8.689 ms | 5 - 5 MB | NPU
77
- | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.94 ms | 0 - 235 MB | NPU
78
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 21.625 ms | 1 - 204 MB | NPU
79
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.122 ms | 5 - 7 MB | NPU
80
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8775P | 10.437 ms | 1 - 206 MB | NPU
81
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.92 ms | 5 - 11 MB | NPU
82
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 13.866 ms | 4 - 234 MB | NPU
83
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA7255P | 21.625 ms | 1 - 204 MB | NPU
84
- | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8295P | 13.405 ms | 0 - 204 MB | NPU
85
- | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.148 ms | 0 - 208 MB | NPU
86
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 79.909 ms | 2 - 101 MB | NPU
87
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 80.348 ms | 2 - 2 MB | NPU
88
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 223.778 ms | 2 - 2 MB | NPU
89
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 165.631 ms | 2 - 119 MB | NPU
90
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 404.825 ms | 1 - 5 MB | NPU
91
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 447.453 ms | 0 - 91 MB | NPU
92
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 214.226 ms | 2 - 13 MB | NPU
93
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 235.463 ms | 1 - 94 MB | NPU
94
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 182.783 ms | 1 - 5 MB | NPU
95
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 561.678 ms | 2 - 204 MB | NPU
96
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 357.824 ms | 2 - 121 MB | NPU
97
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 447.453 ms | 0 - 91 MB | NPU
98
- | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 301.692 ms | 0 - 96 MB | NPU
99
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 114.819 ms | 2 - 99 MB | NPU
100
- | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 286.061 ms | 29 - 242 MB | NPU
101
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.626 ms | 1 - 66 MB | NPU
102
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 100.797 ms | 1 - 1 MB | NPU
103
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 175.433 ms | 1 - 1 MB | NPU
104
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.33 ms | 1 - 84 MB | NPU
105
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 404.949 ms | 1 - 4 MB | NPU
106
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 347.836 ms | 1 - 62 MB | NPU
107
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 167.216 ms | 1 - 18 MB | NPU
108
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 170.837 ms | 1 - 65 MB | NPU
109
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 189.485 ms | 1 - 4 MB | NPU
110
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 510.98 ms | 1 - 187 MB | NPU
111
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 238.111 ms | 1 - 82 MB | NPU
112
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 347.836 ms | 1 - 62 MB | NPU
113
- | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 202.919 ms | 1 - 62 MB | NPU
114
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 133.236 ms | 2 - 63 MB | NPU
115
- | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 176.206 ms | 1 - 64 MB | NPU
116
- | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.278 ms | 0 - 114 MB | NPU
117
- | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.592 ms | 0 - 126 MB | NPU
118
- | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 21.013 ms | 0 - 95 MB | NPU
119
- | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.7 ms | 0 - 3 MB | NPU
120
- | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8775P | 10.192 ms | 0 - 107 MB | NPU
121
- | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS9075 | 8.523 ms | 0 - 14 MB | NPU
122
- | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.968 ms | 0 - 109 MB | NPU
123
- | YOLOv9-Detection | TFLITE | float | Qualcomm® SA7255P | 21.013 ms | 0 - 95 MB | NPU
124
- | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8295P | 12.89 ms | 0 - 76 MB | NPU
125
- | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.96 ms | 0 - 89 MB | NPU
126
- | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.534 ms | 0 - 66 MB | NPU
127
- | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.393 ms | 0 - 83 MB | NPU
128
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 376.687 ms | 0 - 7 MB | NPU
129
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 347.675 ms | 0 - 59 MB | NPU
130
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 167.178 ms | 0 - 94 MB | NPU
131
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 182.841 ms | 0 - 62 MB | NPU
132
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 190.315 ms | 0 - 7 MB | NPU
133
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 500.151 ms | 0 - 187 MB | NPU
134
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 238.089 ms | 0 - 79 MB | NPU
135
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 347.675 ms | 0 - 59 MB | NPU
136
- | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 202.73 ms | 0 - 58 MB | NPU
137
- | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 133.132 ms | 0 - 59 MB | NPU
138
- | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 179.094 ms | 0 - 59 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
139
 
140
  ## License
141
  * The license for the original implementation of YOLOv9-Detection can be found
 
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
+ | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.442 ms | 0 - 229 MB | NPU
48
+ | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 4.446 ms | 0 - 219 MB | NPU
49
+ | YOLOv9-Detection | ONNX | float | Snapdragon® X2 Elite | 3.96 ms | 3 - 3 MB | NPU
50
+ | YOLOv9-Detection | ONNX | float | Snapdragon® X Elite | 10.916 ms | 5 - 5 MB | NPU
51
+ | YOLOv9-Detection | ONNX | float | Snapdragon® X Elite | 10.916 ms | 5 - 5 MB | NPU
52
+ | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.658 ms | 5 - 259 MB | NPU
53
+ | YOLOv9-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.522 ms | 5 - 131 MB | NPU
54
+ | YOLOv9-Detection | ONNX | float | Qualcomm® QCS9075 | 10.644 ms | 5 - 7 MB | NPU
55
+ | YOLOv9-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.446 ms | 0 - 219 MB | NPU
56
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 91.687 ms | 9 - 140 MB | NPU
57
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 98.748 ms | 0 - 129 MB | NPU
58
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 90.943 ms | 0 - 0 MB | NPU
59
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® X Elite | 309.025 ms | 2 - 2 MB | NPU
60
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® X Elite | 309.025 ms | 2 - 2 MB | NPU
61
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 224.102 ms | 5 - 166 MB | NPU
62
+ | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 464.829 ms | 81 - 87 MB | CPU
63
+ | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 294.939 ms | 2 - 11 MB | NPU
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+ | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 185.962 ms | 2 - 5 MB | NPU
65
+ | YOLOv9-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 216.976 ms | 82 - 99 MB | CPU
66
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 98.748 ms | 0 - 129 MB | NPU
67
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 198.482 ms | 80 - 93 MB | CPU
68
+ | YOLOv9-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 198.482 ms | 80 - 93 MB | CPU
69
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.799 ms | 4 - 102 MB | NPU
70
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 111.881 ms | 2 - 99 MB | NPU
71
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 110.818 ms | 0 - 0 MB | NPU
72
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® X Elite | 187.466 ms | 2 - 2 MB | NPU
73
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® X Elite | 187.466 ms | 2 - 2 MB | NPU
74
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.819 ms | 1 - 120 MB | NPU
75
+ | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 100.208 ms | 22 - 36 MB | CPU
76
+ | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 178.969 ms | 0 - 7 MB | NPU
77
+ | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 189.389 ms | 1 - 4 MB | NPU
78
+ | YOLOv9-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 61.82 ms | 0 - 18 MB | CPU
79
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 111.881 ms | 2 - 99 MB | NPU
80
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.643 ms | 23 - 41 MB | CPU
81
+ | YOLOv9-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 57.643 ms | 23 - 41 MB | CPU
82
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.766 ms | 4 - 211 MB | NPU
83
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.146 ms | 0 - 208 MB | NPU
84
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.437 ms | 5 - 5 MB | NPU
85
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® X Elite | 8.678 ms | 5 - 5 MB | NPU
86
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® X Elite | 8.678 ms | 5 - 5 MB | NPU
87
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.938 ms | 5 - 241 MB | NPU
88
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 21.628 ms | 0 - 204 MB | NPU
89
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 8.159 ms | 5 - 7 MB | NPU
90
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8775P | 10.432 ms | 1 - 207 MB | NPU
91
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8775P | 10.432 ms | 1 - 207 MB | NPU
92
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8775P | 10.432 ms | 1 - 207 MB | NPU
93
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.943 ms | 5 - 11 MB | NPU
94
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 13.872 ms | 4 - 234 MB | NPU
95
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA7255P | 21.628 ms | 0 - 204 MB | NPU
96
+ | YOLOv9-Detection | QNN_DLC | float | Qualcomm® SA8295P | 13.39 ms | 0 - 203 MB | NPU
97
+ | YOLOv9-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.146 ms | 0 - 208 MB | NPU
98
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 79.879 ms | 0 - 98 MB | NPU
99
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 115.051 ms | 2 - 97 MB | NPU
100
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 80.326 ms | 2 - 2 MB | NPU
101
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 224.088 ms | 2 - 2 MB | NPU
102
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 224.088 ms | 2 - 2 MB | NPU
103
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 165.717 ms | 2 - 121 MB | NPU
104
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 404.648 ms | 2 - 6 MB | NPU
105
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 447.149 ms | 1 - 91 MB | NPU
106
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 214.409 ms | 3 - 4 MB | NPU
107
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 235.464 ms | 0 - 93 MB | NPU
108
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 235.464 ms | 0 - 93 MB | NPU
109
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 235.464 ms | 0 - 93 MB | NPU
110
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 183.458 ms | 0 - 4 MB | NPU
111
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 562.046 ms | 2 - 203 MB | NPU
112
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 357.922 ms | 2 - 120 MB | NPU
113
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 447.149 ms | 1 - 91 MB | NPU
114
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 300.975 ms | 0 - 96 MB | NPU
115
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 115.051 ms | 2 - 97 MB | NPU
116
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 285.96 ms | 3 - 216 MB | NPU
117
+ | YOLOv9-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 285.96 ms | 3 - 216 MB | NPU
118
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.414 ms | 1 - 67 MB | NPU
119
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 133.115 ms | 2 - 68 MB | NPU
120
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 100.865 ms | 1 - 1 MB | NPU
121
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 175.281 ms | 1 - 1 MB | NPU
122
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 175.281 ms | 1 - 1 MB | NPU
123
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.473 ms | 1 - 84 MB | NPU
124
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 405.923 ms | 3 - 6 MB | NPU
125
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 347.704 ms | 1 - 62 MB | NPU
126
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 167.185 ms | 1 - 3 MB | NPU
127
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 170.864 ms | 1 - 63 MB | NPU
128
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 170.864 ms | 1 - 63 MB | NPU
129
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 170.864 ms | 1 - 63 MB | NPU
130
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 189.929 ms | 1 - 4 MB | NPU
131
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 510.755 ms | 1 - 186 MB | NPU
132
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 237.816 ms | 1 - 81 MB | NPU
133
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 347.704 ms | 1 - 62 MB | NPU
134
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 202.969 ms | 1 - 62 MB | NPU
135
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 133.115 ms | 2 - 68 MB | NPU
136
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 176.024 ms | 1 - 64 MB | NPU
137
+ | YOLOv9-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 176.024 ms | 1 - 64 MB | NPU
138
+ | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.275 ms | 0 - 114 MB | NPU
139
+ | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.957 ms | 0 - 91 MB | NPU
140
+ | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.57 ms | 0 - 127 MB | NPU
141
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 21.014 ms | 0 - 95 MB | NPU
142
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.722 ms | 0 - 2 MB | NPU
143
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8775P | 10.21 ms | 0 - 107 MB | NPU
144
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8775P | 10.21 ms | 0 - 107 MB | NPU
145
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8775P | 10.21 ms | 0 - 107 MB | NPU
146
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS9075 | 8.53 ms | 0 - 14 MB | NPU
147
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.945 ms | 0 - 110 MB | NPU
148
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® SA7255P | 21.014 ms | 0 - 95 MB | NPU
149
+ | YOLOv9-Detection | TFLITE | float | Qualcomm® SA8295P | 12.887 ms | 0 - 76 MB | NPU
150
+ | YOLOv9-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.957 ms | 0 - 91 MB | NPU
151
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 110.434 ms | 0 - 65 MB | NPU
152
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 132.978 ms | 0 - 59 MB | NPU
153
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 136.29 ms | 0 - 82 MB | NPU
154
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 377.563 ms | 0 - 7 MB | NPU
155
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 347.711 ms | 0 - 59 MB | NPU
156
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 167.195 ms | 0 - 2 MB | NPU
157
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 182.769 ms | 0 - 62 MB | NPU
158
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 182.769 ms | 0 - 62 MB | NPU
159
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 182.769 ms | 0 - 62 MB | NPU
160
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 190.136 ms | 0 - 7 MB | NPU
161
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 499.682 ms | 0 - 186 MB | NPU
162
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 238.074 ms | 0 - 79 MB | NPU
163
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 347.711 ms | 0 - 59 MB | NPU
164
+ | YOLOv9-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 202.713 ms | 0 - 58 MB | NPU
165
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 132.978 ms | 0 - 59 MB | NPU
166
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 179.365 ms | 0 - 59 MB | NPU
167
+ | YOLOv9-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 179.365 ms | 0 - 59 MB | NPU
168
 
169
  ## License
170
  * The license for the original implementation of YOLOv9-Detection can be found