Hugging Face's logo

qualcomm
/
YOLOv11-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
fd73792
·
verified ·
1 Parent(s): 0ad918e

v0.55.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (1) hide show
  1. README.md +96 -93
README.md CHANGED
@@ -44,100 +44,103 @@ See our repository for [YOLOv11-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
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.874 ms | 1 - 210 MB | NPU
48
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 4.331 ms | 0 - 210 MB | NPU
49
- | YOLOv11-Detection | ONNX | float | Snapdragon® X2 Elite | 3.21 ms | 3 - 3 MB | NPU
50
- | YOLOv11-Detection | ONNX | float | Snapdragon® X Elite | 6.785 ms | 5 - 5 MB | NPU
51
- | YOLOv11-Detection | ONNX | float | Snapdragon® X Elite | 6.785 ms | 5 - 5 MB | NPU
52
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.56 ms | 5 - 235 MB | NPU
53
- | YOLOv11-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.279 ms | 5 - 15 MB | NPU
54
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.331 ms | 0 - 210 MB | NPU
55
- | YOLOv11-Detection | ONNX | float | Qualcomm® QCS9075 | 7.375 ms | 5 - 8 MB | NPU
56
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.259 ms | 0 - 82 MB | NPU
57
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.504 ms | 0 - 73 MB | NPU
58
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.429 ms | 0 - 0 MB | NPU
59
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.865 ms | 2 - 2 MB | NPU
60
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.865 ms | 2 - 2 MB | NPU
61
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.331 ms | 2 - 222 MB | NPU
62
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 321.686 ms | 94 - 99 MB | CPU
63
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.365 ms | 2 - 7 MB | NPU
64
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 165.626 ms | 84 - 93 MB | CPU
65
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 146.559 ms | 101 - 111 MB | CPU
66
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.395 ms | 2 - 5 MB | NPU
67
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.504 ms | 0 - 73 MB | NPU
68
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 146.559 ms | 101 - 111 MB | CPU
69
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.538 ms | 5 - 357 MB | NPU
70
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 9.697 ms | 2 - 352 MB | NPU
71
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 11.458 ms | 6 - 6 MB | NPU
72
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 17.704 ms | 5 - 5 MB | NPU
73
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 17.704 ms | 5 - 5 MB | NPU
74
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 11.718 ms | 5 - 653 MB | NPU
75
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 144.565 ms | 62 - 71 MB | CPU
76
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 16.664 ms | 0 - 11 MB | NPU
77
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 75.344 ms | 70 - 82 MB | CPU
78
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.697 ms | 2 - 352 MB | NPU
79
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 83.893 ms | 53 - 65 MB | CPU
80
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 21.304 ms | 4 - 6 MB | NPU
81
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 75.344 ms | 70 - 82 MB | CPU
82
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.928 ms | 5 - 198 MB | NPU
83
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.31 ms | 0 - 182 MB | NPU
84
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.638 ms | 5 - 5 MB | NPU
85
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.443 ms | 5 - 5 MB | NPU
86
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.443 ms | 5 - 5 MB | NPU
87
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.958 ms | 0 - 209 MB | NPU
88
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.045 ms | 5 - 7 MB | NPU
89
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.404 ms | 1 - 184 MB | NPU
90
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.404 ms | 1 - 184 MB | NPU
91
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.404 ms | 1 - 184 MB | NPU
92
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.519 ms | 4 - 200 MB | NPU
93
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA7255P | 12.93 ms | 0 - 184 MB | NPU
94
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.31 ms | 0 - 182 MB | NPU
95
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.814 ms | 0 - 168 MB | NPU
96
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.03 ms | 5 - 11 MB | NPU
97
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.725 ms | 2 - 184 MB | NPU
98
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.923 ms | 2 - 179 MB | NPU
99
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.113 ms | 2 - 2 MB | NPU
100
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.602 ms | 2 - 2 MB | NPU
101
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.602 ms | 2 - 2 MB | NPU
102
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.859 ms | 2 - 199 MB | NPU
103
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.202 ms | 2 - 4 MB | NPU
104
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.851 ms | 1 - 176 MB | NPU
105
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.851 ms | 1 - 176 MB | NPU
106
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.851 ms | 1 - 176 MB | NPU
107
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 17.536 ms | 2 - 180 MB | NPU
108
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.461 ms | 2 - 180 MB | NPU
109
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.769 ms | 1 - 5 MB | NPU
110
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 7.829 ms | 2 - 174 MB | NPU
111
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.923 ms | 2 - 179 MB | NPU
112
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.461 ms | 2 - 180 MB | NPU
113
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.612 ms | 0 - 89 MB | NPU
114
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.988 ms | 0 - 79 MB | NPU
115
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.691 ms | 0 - 108 MB | NPU
116
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.754 ms | 0 - 2 MB | NPU
117
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 5.196 ms | 0 - 87 MB | NPU
118
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 5.196 ms | 0 - 87 MB | NPU
119
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 5.196 ms | 0 - 87 MB | NPU
120
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.299 ms | 0 - 79 MB | NPU
121
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA7255P | 12.402 ms | 0 - 80 MB | NPU
122
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.988 ms | 0 - 79 MB | NPU
123
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8295P | 8.095 ms | 0 - 54 MB | NPU
124
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.761 ms | 0 - 13 MB | NPU
 
 
125
  | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.725 ms | 0 - 44 MB | NPU
126
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.815 ms | 0 - 44 MB | NPU
127
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.096 ms | 0 - 52 MB | NPU
128
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.709 ms | 0 - 6 MB | NPU
129
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.641 ms | 0 - 9 MB | NPU
130
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 2.062 ms | 0 - 43 MB | NPU
131
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 2.062 ms | 0 - 43 MB | NPU
132
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 2.062 ms | 0 - 43 MB | NPU
133
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.013 ms | 0 - 6 MB | NPU
134
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.901 ms | 0 - 54 MB | NPU
135
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.687 ms | 0 - 155 MB | NPU
136
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.611 ms | 0 - 165 MB | NPU
137
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.815 ms | 0 - 44 MB | NPU
138
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.395 ms | 0 - 39 MB | NPU
139
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.449 ms | 0 - 38 MB | NPU
140
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.687 ms | 0 - 155 MB | NPU
 
141
 
142
  ## License
143
  * The license for the original implementation of YOLOv11-Detection can be found
 
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
+ | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.882 ms | 0 - 204 MB | NPU
48
+ | YOLOv11-Detection | ONNX | float | Snapdragon® X2 Elite | 3.205 ms | 208 - 208 MB | NPU
49
+ | YOLOv11-Detection | ONNX | float | Snapdragon® X Elite | 6.577 ms | 176 - 176 MB | NPU
50
+ | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.542 ms | 5 - 232 MB | NPU
51
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.281 ms | 3 - 41 MB | NPU
52
+ | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.339 ms | 0 - 203 MB | NPU
53
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS9075 | 7.391 ms | 3 - 50 MB | NPU
54
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS8750 | 4.339 ms | 0 - 203 MB | NPU
55
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS7181 | 6.577 ms | 176 - 176 MB | NPU
56
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.255 ms | 0 - 85 MB | NPU
57
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.427 ms | 210 - 210 MB | NPU
58
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.678 ms | 179 - 179 MB | NPU
59
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.33 ms | 0 - 225 MB | NPU
60
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 323.914 ms | 94 - 99 MB | CPU
61
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.362 ms | 2 - 47 MB | NPU
62
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 165.781 ms | 87 - 95 MB | CPU
63
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 147.721 ms | 104 - 113 MB | CPU
64
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.504 ms | 1 - 78 MB | NPU
65
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.402 ms | 1 - 47 MB | NPU
66
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 147.721 ms | 104 - 113 MB | CPU
67
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 2.504 ms | 1 - 78 MB | NPU
68
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 5.678 ms | 179 - 179 MB | NPU
69
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.534 ms | 5 - 360 MB | NPU
70
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 17.616 ms | 179 - 179 MB | NPU
71
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 11.696 ms | 4 - 650 MB | NPU
72
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 140.827 ms | 62 - 72 MB | CPU
73
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 17.101 ms | 0 - 23 MB | NPU
74
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.686 ms | 2 - 353 MB | NPU
75
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 21.391 ms | 0 - 48 MB | NPU
76
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 83.722 ms | 54 - 65 MB | CPU
77
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 74.727 ms | 72 - 83 MB | CPU
78
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7790 | 74.727 ms | 72 - 83 MB | CPU
79
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8750 | 9.686 ms | 2 - 353 MB | NPU
80
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7181 | 17.616 ms | 179 - 179 MB | NPU
81
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.929 ms | 5 - 198 MB | NPU
82
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.578 ms | 5 - 5 MB | NPU
83
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.517 ms | 5 - 5 MB | NPU
84
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.955 ms | 0 - 209 MB | NPU
85
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 12.937 ms | 1 - 185 MB | NPU
86
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.039 ms | 4 - 6 MB | NPU
87
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.431 ms | 0 - 181 MB | NPU
88
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8650P | 5.431 ms | 0 - 181 MB | NPU
89
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8255P | 5.431 ms | 0 - 181 MB | NPU
90
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.545 ms | 3 - 199 MB | NPU
91
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA7255P | 12.937 ms | 1 - 185 MB | NPU
92
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.776 ms | 0 - 167 MB | NPU
93
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.319 ms | 0 - 181 MB | NPU
94
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.045 ms | 5 - 11 MB | NPU
95
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 2.319 ms | 0 - 181 MB | NPU
96
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 4.517 ms | 5 - 5 MB | NPU
97
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.729 ms | 2 - 184 MB | NPU
98
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.148 ms | 2 - 2 MB | NPU
99
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.628 ms | 2 - 2 MB | NPU
100
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.853 ms | 2 - 201 MB | NPU
101
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 7.812 ms | 1 - 175 MB | NPU
102
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.188 ms | 2 - 4 MB | NPU
103
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.843 ms | 1 - 176 MB | NPU
104
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 4.843 ms | 1 - 176 MB | NPU
105
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 4.843 ms | 1 - 176 MB | NPU
106
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.251 ms | 2 - 180 MB | NPU
107
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 7.812 ms | 1 - 175 MB | NPU
108
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.465 ms | 2 - 180 MB | NPU
109
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.924 ms | 2 - 181 MB | NPU
110
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.77 ms | 1 - 5 MB | NPU
111
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 4.465 ms | 2 - 180 MB | NPU
112
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 1.924 ms | 2 - 181 MB | NPU
113
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 4.628 ms | 2 - 2 MB | NPU
114
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.61 ms | 0 - 89 MB | NPU
115
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.692 ms | 0 - 107 MB | NPU
116
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8275 | 12.391 ms | 0 - 80 MB | NPU
117
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.725 ms | 0 - 2 MB | NPU
118
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 5.148 ms | 0 - 86 MB | NPU
119
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8650P | 5.148 ms | 0 - 86 MB | NPU
120
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8255P | 5.148 ms | 0 - 86 MB | NPU
121
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.288 ms | 0 - 84 MB | NPU
122
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA7255P | 12.391 ms | 0 - 80 MB | NPU
123
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8295P | 8.107 ms | 0 - 54 MB | NPU
124
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.992 ms | 0 - 88 MB | NPU
125
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.769 ms | 0 - 13 MB | NPU
126
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8750 | 1.992 ms | 0 - 88 MB | NPU
127
  | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.725 ms | 0 - 44 MB | NPU
128
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.101 ms | 0 - 52 MB | NPU
129
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.918 ms | 0 - 6 MB | NPU
130
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 3.39 ms | 0 - 39 MB | NPU
131
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.649 ms | 0 - 2 MB | NPU
132
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 2.045 ms | 0 - 43 MB | NPU
133
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 2.045 ms | 0 - 43 MB | NPU
134
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 2.045 ms | 0 - 43 MB | NPU
135
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.61 ms | 0 - 165 MB | NPU
136
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.39 ms | 0 - 39 MB | NPU
137
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.45 ms | 0 - 38 MB | NPU
138
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.697 ms | 0 - 154 MB | NPU
139
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.807 ms | 0 - 38 MB | NPU
140
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.016 ms | 0 - 6 MB | NPU
141
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.93 ms | 0 - 53 MB | NPU
142
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.697 ms | 0 - 154 MB | NPU
143
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.807 ms | 0 - 38 MB | NPU
144
 
145
  ## License
146
  * The license for the original implementation of YOLOv11-Detection can be found