Hugging Face's logo

qualcomm
/
YOLOv8-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
968ebbb
·
verified ·
1 Parent(s): 6e27fde

v0.49.1

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

Files changed (1) hide show
  1. README.md +101 -101
README.md CHANGED
@@ -44,108 +44,108 @@ See our repository for [YOLOv8-Detection on GitHub](https://github.com/qualcomm/
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® X2 Elite | 2.982 ms | 3 - 3 MB | NPU
48
- | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 6.413 ms | 5 - 5 MB | NPU
49
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.594 ms | 1 - 276 MB | NPU
50
- | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.833 ms | 5 - 15 MB | NPU
51
- | YOLOv8-Detection | ONNX | float | Qualcomm® QCS9075 | 6.763 ms | 5 - 7 MB | NPU
52
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.875 ms | 0 - 213 MB | NPU
53
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.523 ms | 0 - 217 MB | NPU
54
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.99 ms | 0 - 0 MB | NPU
55
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X Elite | 4.916 ms | 2 - 2 MB | NPU
56
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.754 ms | 2 - 96 MB | NPU
57
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 334.407 ms | 64 - 69 MB | CPU
58
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.465 ms | 2 - 7 MB | NPU
 
59
  | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 5.718 ms | 2 - 5 MB | NPU
60
- | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 171.943 ms | 65 - 74 MB | CPU
61
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.027 ms | 0 - 65 MB | NPU
62
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 158.047 ms | 68 - 76 MB | CPU
63
- | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.835 ms | 0 - 71 MB | NPU
64
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.705 ms | 0 - 0 MB | NPU
65
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.764 ms | 2 - 2 MB | NPU
66
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.036 ms | 0 - 65 MB | NPU
67
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 58.165 ms | 20 - 28 MB | CPU
68
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.532 ms | 0 - 16 MB | NPU
69
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.832 ms | 0 - 3 MB | NPU
70
- | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 43.275 ms | 21 - 31 MB | CPU
71
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.753 ms | 0 - 52 MB | NPU
72
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 33.391 ms | 25 - 35 MB | CPU
73
- | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.646 ms | 0 - 51 MB | NPU
74
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 3.368 ms | 5 - 5 MB | NPU
75
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 8.355 ms | 3 - 3 MB | NPU
76
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.239 ms | 3 - 146 MB | NPU
77
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 118.055 ms | 59 - 69 MB | CPU
78
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 7.694 ms | 0 - 10 MB | NPU
79
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 9.931 ms | 2 - 5 MB | NPU
80
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 75.866 ms | 57 - 69 MB | CPU
81
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.892 ms | 2 - 224 MB | NPU
82
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 67.628 ms | 66 - 76 MB | CPU
83
- | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.121 ms | 0 - 112 MB | NPU
84
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.409 ms | 5 - 5 MB | NPU
85
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.006 ms | 5 - 5 MB | NPU
86
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.709 ms | 0 - 204 MB | NPU
87
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.564 ms | 0 - 177 MB | NPU
88
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.607 ms | 5 - 20 MB | NPU
89
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8775P | 21.268 ms | 0 - 178 MB | NPU
90
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 4.919 ms | 5 - 11 MB | NPU
91
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.099 ms | 5 - 190 MB | NPU
92
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.564 ms | 0 - 177 MB | NPU
93
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.903 ms | 0 - 159 MB | NPU
94
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.006 ms | 0 - 179 MB | NPU
95
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.836 ms | 4 - 185 MB | NPU
96
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.707 ms | 2 - 2 MB | NPU
97
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.719 ms | 2 - 2 MB | NPU
98
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.259 ms | 0 - 74 MB | NPU
99
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 8.665 ms | 2 - 6 MB | NPU
100
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.887 ms | 0 - 51 MB | NPU
101
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.334 ms | 2 - 4 MB | NPU
102
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.911 ms | 0 - 54 MB | NPU
103
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.728 ms | 2 - 6 MB | NPU
104
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.554 ms | 2 - 169 MB | NPU
105
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.995 ms | 2 - 73 MB | NPU
106
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.887 ms | 0 - 51 MB | NPU
107
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.613 ms | 1 - 50 MB | NPU
108
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.554 ms | 2 - 54 MB | NPU
109
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.689 ms | 2 - 170 MB | NPU
110
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.251 ms | 2 - 60 MB | NPU
111
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.837 ms | 1 - 1 MB | NPU
112
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.605 ms | 1 - 1 MB | NPU
113
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.942 ms | 1 - 53 MB | NPU
114
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.454 ms | 1 - 4 MB | NPU
115
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.291 ms | 1 - 37 MB | NPU
116
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.388 ms | 1 - 3 MB | NPU
117
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.792 ms | 1 - 40 MB | NPU
118
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.699 ms | 3 - 6 MB | NPU
119
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 8.475 ms | 1 - 153 MB | NPU
120
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.658 ms | 1 - 53 MB | NPU
121
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.291 ms | 1 - 37 MB | NPU
122
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.222 ms | 0 - 34 MB | NPU
123
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.698 ms | 1 - 37 MB | NPU
124
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.507 ms | 1 - 37 MB | NPU
125
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.578 ms | 1 - 39 MB | NPU
126
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.397 ms | 0 - 110 MB | NPU
127
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.92 ms | 0 - 78 MB | NPU
128
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.269 ms | 0 - 3 MB | NPU
129
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8775P | 4.873 ms | 0 - 84 MB | NPU
130
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.622 ms | 0 - 14 MB | NPU
131
- | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.233 ms | 0 - 79 MB | NPU
132
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA7255P | 12.92 ms | 0 - 78 MB | NPU
133
- | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8295P | 7.192 ms | 0 - 50 MB | NPU
134
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.797 ms | 0 - 81 MB | NPU
135
- | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.376 ms | 0 - 94 MB | NPU
136
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.898 ms | 0 - 52 MB | NPU
137
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.653 ms | 0 - 7 MB | NPU
138
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.154 ms | 0 - 35 MB | NPU
139
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.318 ms | 0 - 10 MB | NPU
140
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 6.807 ms | 0 - 37 MB | NPU
141
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.676 ms | 0 - 7 MB | NPU
142
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.352 ms | 0 - 151 MB | NPU
143
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.612 ms | 0 - 52 MB | NPU
144
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.154 ms | 0 - 35 MB | NPU
145
- | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.161 ms | 0 - 34 MB | NPU
146
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.661 ms | 0 - 34 MB | NPU
147
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.481 ms | 0 - 35 MB | NPU
148
- | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.574 ms | 0 - 40 MB | NPU
149
 
150
  ## License
151
  * 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® 8 Elite Gen 5 Mobile | 2.523 ms | 2 - 219 MB | NPU
48
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X2 Elite | 2.968 ms | 3 - 3 MB | NPU
49
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 6.318 ms | 5 - 5 MB | NPU
50
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.595 ms | 0 - 268 MB | NPU
51
+ | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.828 ms | 5 - 10 MB | NPU
52
+ | YOLOv8-Detection | ONNX | float | Qualcomm® QCS9075 | 6.718 ms | 5 - 7 MB | NPU
53
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.866 ms | 2 - 219 MB | NPU
54
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.837 ms | 0 - 71 MB | NPU
55
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.973 ms | 0 - 0 MB | NPU
56
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X Elite | 4.904 ms | 2 - 2 MB | NPU
57
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.759 ms | 2 - 94 MB | NPU
58
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 336.296 ms | 65 - 70 MB | CPU
59
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.497 ms | 2 - 7 MB | NPU
60
  | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 5.718 ms | 2 - 5 MB | NPU
61
+ | YOLOv8-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 172.301 ms | 65 - 73 MB | CPU
62
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.021 ms | 0 - 65 MB | NPU
63
+ | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 158.203 ms | 73 - 81 MB | CPU
64
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.648 ms | 0 - 50 MB | NPU
65
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.7 ms | 0 - 0 MB | NPU
66
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.791 ms | 2 - 2 MB | NPU
67
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.037 ms | 0 - 69 MB | NPU
68
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 58.462 ms | 21 - 29 MB | CPU
69
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.545 ms | 0 - 6 MB | NPU
70
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.838 ms | 0 - 3 MB | NPU
71
+ | YOLOv8-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 43.162 ms | 21 - 31 MB | CPU
72
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.746 ms | 0 - 52 MB | NPU
73
+ | YOLOv8-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 34.03 ms | 21 - 32 MB | CPU
74
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.117 ms | 0 - 112 MB | NPU
75
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 3.355 ms | 5 - 5 MB | NPU
76
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 8.369 ms | 3 - 3 MB | NPU
77
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.243 ms | 3 - 148 MB | NPU
78
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 120.337 ms | 57 - 67 MB | CPU
79
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 7.688 ms | 2 - 11 MB | NPU
80
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 9.935 ms | 2 - 5 MB | NPU
81
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 75.874 ms | 61 - 71 MB | CPU
82
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.886 ms | 0 - 222 MB | NPU
83
+ | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 64.105 ms | 68 - 78 MB | CPU
84
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.707 ms | 5 - 186 MB | NPU
85
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.369 ms | 5 - 5 MB | NPU
86
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 3.995 ms | 5 - 5 MB | NPU
87
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.702 ms | 5 - 210 MB | NPU
88
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 13.52 ms | 1 - 177 MB | NPU
89
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.617 ms | 2 - 11 MB | NPU
90
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.246 ms | 0 - 181 MB | NPU
91
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 4.91 ms | 5 - 11 MB | NPU
92
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.139 ms | 5 - 190 MB | NPU
93
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA7255P | 13.52 ms | 1 - 177 MB | NPU
94
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.874 ms | 0 - 159 MB | NPU
95
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.005 ms | 5 - 184 MB | NPU
96
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.248 ms | 2 - 60 MB | NPU
97
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.721 ms | 2 - 2 MB | NPU
98
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.705 ms | 2 - 2 MB | NPU
99
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.259 ms | 2 - 73 MB | NPU
100
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 9.118 ms | 1 - 5 MB | NPU
101
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.884 ms | 1 - 51 MB | NPU
102
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.343 ms | 2 - 50 MB | NPU
103
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.897 ms | 0 - 54 MB | NPU
104
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.731 ms | 0 - 4 MB | NPU
105
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 20.16 ms | 2 - 169 MB | NPU
106
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 4.065 ms | 2 - 73 MB | NPU
107
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.884 ms | 1 - 51 MB | NPU
108
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.613 ms | 0 - 48 MB | NPU
109
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.552 ms | 2 - 53 MB | NPU
110
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.686 ms | 2 - 170 MB | NPU
111
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.576 ms | 1 - 40 MB | NPU
112
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.856 ms | 1 - 1 MB | NPU
113
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.626 ms | 1 - 1 MB | NPU
114
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.942 ms | 1 - 52 MB | NPU
115
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.691 ms | 1 - 4 MB | NPU
116
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.288 ms | 1 - 37 MB | NPU
117
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.386 ms | 1 - 3 MB | NPU
118
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.782 ms | 1 - 39 MB | NPU
119
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.701 ms | 1 - 3 MB | NPU
120
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 8.495 ms | 1 - 152 MB | NPU
121
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.673 ms | 1 - 54 MB | NPU
122
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.288 ms | 1 - 37 MB | NPU
123
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.227 ms | 1 - 36 MB | NPU
124
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.698 ms | 1 - 36 MB | NPU
125
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.52 ms | 0 - 35 MB | NPU
126
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.379 ms | 0 - 95 MB | NPU
127
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.394 ms | 0 - 110 MB | NPU
128
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.917 ms | 0 - 78 MB | NPU
129
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.29 ms | 0 - 4 MB | NPU
130
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8775P | 4.911 ms | 0 - 85 MB | NPU
131
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.626 ms | 0 - 14 MB | NPU
132
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.196 ms | 0 - 75 MB | NPU
133
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA7255P | 12.917 ms | 0 - 78 MB | NPU
134
+ | YOLOv8-Detection | TFLITE | float | Qualcomm® SA8295P | 7.19 ms | 0 - 49 MB | NPU
135
+ | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.792 ms | 0 - 82 MB | NPU
136
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.575 ms | 0 - 40 MB | NPU
137
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.902 ms | 0 - 52 MB | NPU
138
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.365 ms | 0 - 7 MB | NPU
139
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.134 ms | 0 - 36 MB | NPU
140
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.334 ms | 0 - 1 MB | NPU
141
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.721 ms | 0 - 39 MB | NPU
142
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.671 ms | 0 - 7 MB | NPU
143
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.431 ms | 0 - 151 MB | NPU
144
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.57 ms | 0 - 52 MB | NPU
145
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.134 ms | 0 - 36 MB | NPU
146
+ | YOLOv8-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.174 ms | 0 - 35 MB | NPU
147
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.662 ms | 0 - 35 MB | NPU
148
+ | YOLOv8-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.478 ms | 0 - 36 MB | NPU
 
149
 
150
  ## License
151
  * The license for the original implementation of YOLOv8-Detection can be found