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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
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v0.49.1

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

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  1. README.md +76 -76
README.md CHANGED
@@ -15,18 +15,18 @@ pipeline_tag: object-detection
15
  Ultralytics YOLOv11 is a machine learning model that predicts bounding boxes and classes of objects in an image.
16
 
17
  This is based on the implementation of YOLOv11-Detection found [here](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models/yolo/detect).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/yolov11_det) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
22
  ## Getting Started
23
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
24
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/yolov11_det) Python library to compile and export the model with your own:
25
  - Custom weights (e.g., fine-tuned checkpoints)
26
  - Custom input shapes
27
  - Target device and runtime configurations
28
 
29
- See our repository for [YOLOv11-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/yolov11_det) for usage instructions.
30
 
31
 
32
  ## Model Details
@@ -44,80 +44,80 @@ 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® X2 Elite | 3.021 ms | 3 - 3 MB | NPU
48
- | YOLOv11-Detection | ONNX | float | Snapdragon® X Elite | 6.613 ms | 5 - 5 MB | NPU
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- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.491 ms | 5 - 268 MB | NPU
50
- | YOLOv11-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.076 ms | 5 - 9 MB | NPU
51
- | YOLOv11-Detection | ONNX | float | Qualcomm® QCS9075 | 6.721 ms | 5 - 7 MB | NPU
52
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.026 ms | 0 - 223 MB | NPU
53
- | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.671 ms | 1 - 221 MB | NPU
54
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.32 ms | 0 - 0 MB | NPU
55
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.76 ms | 2 - 2 MB | NPU
56
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.231 ms | 3 - 223 MB | NPU
57
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 323.635 ms | 94 - 99 MB | CPU
58
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.262 ms | 2 - 7 MB | NPU
59
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.118 ms | 2 - 5 MB | NPU
60
- | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 165.128 ms | 84 - 93 MB | CPU
61
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.377 ms | 0 - 78 MB | NPU
62
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 147.013 ms | 78 - 88 MB | CPU
63
- | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.16 ms | 0 - 82 MB | NPU
64
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 11.648 ms | 6 - 6 MB | NPU
65
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 17.819 ms | 5 - 5 MB | NPU
66
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 11.771 ms | 5 - 631 MB | NPU
67
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 141.622 ms | 63 - 73 MB | CPU
68
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 16.497 ms | 4 - 11 MB | NPU
69
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 22.999 ms | 4 - 6 MB | NPU
70
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 84.118 ms | 52 - 63 MB | CPU
71
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.872 ms | 2 - 503 MB | NPU
72
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 74.883 ms | 65 - 76 MB | CPU
73
- | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.753 ms | 5 - 510 MB | NPU
74
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.516 ms | 5 - 5 MB | NPU
75
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.267 ms | 5 - 5 MB | NPU
76
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.886 ms | 5 - 213 MB | NPU
77
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.709 ms | 1 - 182 MB | NPU
78
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.879 ms | 5 - 7 MB | NPU
79
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.263 ms | 0 - 183 MB | NPU
80
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.023 ms | 5 - 11 MB | NPU
81
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.394 ms | 5 - 199 MB | NPU
82
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA7255P | 12.709 ms | 1 - 182 MB | NPU
83
- | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.637 ms | 0 - 166 MB | NPU
84
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.262 ms | 5 - 189 MB | NPU
85
- | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.863 ms | 5 - 190 MB | NPU
86
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.2 ms | 2 - 2 MB | NPU
87
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.613 ms | 2 - 2 MB | NPU
88
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.974 ms | 2 - 203 MB | NPU
89
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 8.004 ms | 0 - 174 MB | NPU
90
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.261 ms | 2 - 112 MB | NPU
91
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.867 ms | 0 - 177 MB | NPU
92
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.882 ms | 1 - 5 MB | NPU
93
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.484 ms | 2 - 181 MB | NPU
94
- | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.004 ms | 0 - 174 MB | NPU
95
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.946 ms | 2 - 179 MB | NPU
96
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.543 ms | 2 - 180 MB | NPU
97
- | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.762 ms | 2 - 185 MB | NPU
98
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.608 ms | 0 - 112 MB | NPU
99
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.268 ms | 0 - 81 MB | NPU
100
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.613 ms | 0 - 3 MB | NPU
101
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 5.013 ms | 0 - 92 MB | NPU
102
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.727 ms | 0 - 13 MB | NPU
103
- | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.178 ms | 0 - 77 MB | NPU
104
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA7255P | 12.268 ms | 0 - 81 MB | NPU
105
- | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8295P | 8.064 ms | 0 - 52 MB | NPU
106
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.957 ms | 0 - 75 MB | NPU
107
- | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.541 ms | 0 - 89 MB | NPU
108
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.105 ms | 0 - 53 MB | NPU
109
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.745 ms | 0 - 6 MB | NPU
110
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.426 ms | 0 - 39 MB | NPU
111
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.632 ms | 0 - 3 MB | NPU
112
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 8.216 ms | 0 - 39 MB | NPU
113
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.011 ms | 0 - 6 MB | NPU
114
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.634 ms | 0 - 165 MB | NPU
115
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.881 ms | 0 - 55 MB | NPU
116
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.426 ms | 0 - 39 MB | NPU
117
- | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.471 ms | 0 - 37 MB | NPU
118
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.819 ms | 0 - 38 MB | NPU
119
- | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.696 ms | 0 - 155 MB | NPU
120
  | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.728 ms | 0 - 44 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
121
 
122
  ## License
123
  * The license for the original implementation of YOLOv11-Detection can be found
 
15
  Ultralytics YOLOv11 is a machine learning model that predicts bounding boxes and classes of objects in an image.
16
 
17
  This is based on the implementation of YOLOv11-Detection found [here](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models/yolo/detect).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/yolov11_det) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
22
  ## Getting Started
23
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
24
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/yolov11_det) Python library to compile and export the model with your own:
25
  - Custom weights (e.g., fine-tuned checkpoints)
26
  - Custom input shapes
27
  - Target device and runtime configurations
28
 
29
+ See our repository for [YOLOv11-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/yolov11_det) for usage instructions.
30
 
31
 
32
  ## Model Details
 
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 | 2.669 ms | 0 - 221 MB | NPU
48
+ | YOLOv11-Detection | ONNX | float | Snapdragon® X2 Elite | 3.035 ms | 3 - 3 MB | NPU
49
+ | YOLOv11-Detection | ONNX | float | Snapdragon® X Elite | 6.67 ms | 5 - 5 MB | NPU
50
+ | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.481 ms | 5 - 270 MB | NPU
51
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.082 ms | 5 - 11 MB | NPU
52
+ | YOLOv11-Detection | ONNX | float | Qualcomm® QCS9075 | 6.737 ms | 5 - 7 MB | NPU
53
+ | YOLOv11-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.039 ms | 1 - 225 MB | NPU
54
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.168 ms | 0 - 81 MB | NPU
55
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.33 ms | 0 - 0 MB | NPU
56
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® X Elite | 5.764 ms | 2 - 2 MB | NPU
57
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.234 ms | 0 - 220 MB | NPU
58
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 329.016 ms | 94 - 99 MB | CPU
59
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.246 ms | 2 - 7 MB | NPU
60
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 6.119 ms | 2 - 5 MB | NPU
61
+ | YOLOv11-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 165.375 ms | 84 - 94 MB | CPU
62
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.377 ms | 0 - 73 MB | NPU
63
+ | YOLOv11-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 146.642 ms | 97 - 106 MB | CPU
64
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.757 ms | 5 - 510 MB | NPU
65
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 11.636 ms | 7 - 7 MB | NPU
66
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 17.866 ms | 5 - 5 MB | NPU
67
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 11.758 ms | 5 - 628 MB | NPU
68
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 142.288 ms | 62 - 72 MB | CPU
69
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 16.79 ms | 4 - 7 MB | NPU
70
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 23.393 ms | 4 - 6 MB | NPU
71
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 83.861 ms | 62 - 74 MB | CPU
72
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.876 ms | 2 - 503 MB | NPU
73
+ | YOLOv11-Detection | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 74.776 ms | 66 - 79 MB | CPU
74
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.869 ms | 1 - 186 MB | NPU
75
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.551 ms | 5 - 5 MB | NPU
76
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.297 ms | 5 - 5 MB | NPU
77
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.891 ms | 5 - 214 MB | NPU
78
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.701 ms | 1 - 183 MB | NPU
79
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.896 ms | 5 - 7 MB | NPU
80
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.281 ms | 0 - 183 MB | NPU
81
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 5.016 ms | 5 - 11 MB | NPU
82
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 8.426 ms | 5 - 196 MB | NPU
83
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA7255P | 12.701 ms | 1 - 183 MB | NPU
84
+ | YOLOv11-Detection | QNN_DLC | float | Qualcomm® SA8295P | 8.62 ms | 1 - 167 MB | NPU
85
+ | YOLOv11-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.249 ms | 1 - 187 MB | NPU
86
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.768 ms | 2 - 184 MB | NPU
87
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.182 ms | 2 - 2 MB | NPU
88
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 4.626 ms | 2 - 2 MB | NPU
89
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.98 ms | 2 - 203 MB | NPU
90
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 8.011 ms | 0 - 173 MB | NPU
91
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 4.261 ms | 2 - 4 MB | NPU
92
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 20.282 ms | 1 - 173 MB | NPU
93
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.888 ms | 1 - 5 MB | NPU
94
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 18.254 ms | 2 - 182 MB | NPU
95
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.011 ms | 0 - 173 MB | NPU
96
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.938 ms | 2 - 178 MB | NPU
97
+ | YOLOv11-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.525 ms | 2 - 180 MB | NPU
98
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.54 ms | 0 - 88 MB | NPU
99
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.613 ms | 0 - 109 MB | NPU
100
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.283 ms | 0 - 82 MB | NPU
101
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.625 ms | 0 - 12 MB | NPU
102
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8775P | 20.522 ms | 0 - 90 MB | NPU
103
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS9075 | 4.721 ms | 0 - 13 MB | NPU
104
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 7.099 ms | 0 - 77 MB | NPU
105
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA7255P | 12.283 ms | 0 - 82 MB | NPU
106
+ | YOLOv11-Detection | TFLITE | float | Qualcomm® SA8295P | 8.039 ms | 0 - 52 MB | NPU
107
+ | YOLOv11-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.959 ms | 0 - 75 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
108
  | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.728 ms | 0 - 44 MB | NPU
109
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.105 ms | 0 - 53 MB | NPU
110
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.991 ms | 0 - 6 MB | NPU
111
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.418 ms | 0 - 39 MB | NPU
112
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.636 ms | 0 - 2 MB | NPU
113
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 2.079 ms | 0 - 43 MB | NPU
114
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.017 ms | 0 - 6 MB | NPU
115
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.643 ms | 0 - 165 MB | NPU
116
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.932 ms | 0 - 55 MB | NPU
117
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.418 ms | 0 - 39 MB | NPU
118
+ | YOLOv11-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.472 ms | 0 - 37 MB | NPU
119
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.831 ms | 0 - 43 MB | NPU
120
+ | YOLOv11-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.704 ms | 0 - 158 MB | NPU
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  ## License
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  * The license for the original implementation of YOLOv11-Detection can be found