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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (2) hide show
  1. LICENSE +0 -1
  2. README.md +68 -66
LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/ultralytics/ultralytics/blob/main/LICENSE.
2
- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/ultralytics/ultralytics/blob/main/LICENSE.
 
1
  The license of the original trained model can be found at https://github.com/ultralytics/ultralytics/blob/main/LICENSE.
 
README.md CHANGED
@@ -38,71 +38,74 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.789 ms | 0 - 79 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.219 ms | 1 - 99 MB | NPU | -- |
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- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.926 ms | 0 - 39 MB | NPU | -- |
44
- | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.703 ms | 4 - 41 MB | NPU | -- |
45
- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.874 ms | 0 - 82 MB | NPU | -- |
46
- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.656 ms | 0 - 71 MB | NPU | -- |
47
- | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.418 ms | 0 - 54 MB | NPU | -- |
48
- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 5.207 ms | 0 - 79 MB | NPU | -- |
49
- | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 20.928 ms | 1 - 99 MB | NPU | -- |
50
- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.789 ms | 0 - 79 MB | NPU | -- |
51
- | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.219 ms | 1 - 99 MB | NPU | -- |
52
- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.853 ms | 0 - 79 MB | NPU | -- |
53
- | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.659 ms | 0 - 78 MB | NPU | -- |
54
- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.192 ms | 0 - 34 MB | NPU | -- |
55
- | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.12 ms | 4 - 43 MB | NPU | -- |
56
- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.877 ms | 0 - 75 MB | NPU | -- |
57
- | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.65 ms | 2 - 83 MB | NPU | -- |
58
- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 5.207 ms | 0 - 79 MB | NPU | -- |
59
- | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 20.928 ms | 1 - 99 MB | NPU | -- |
60
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.79 ms | 55 - 207 MB | NPU | -- |
61
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.641 ms | 5 - 238 MB | NPU | -- |
62
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.694 ms | 0 - 103 MB | NPU | -- |
63
- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.195 ms | 0 - 90 MB | NPU | -- |
64
- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.123 ms | 0 - 98 MB | NPU | -- |
65
- | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.61 ms | 3 - 90 MB | NPU | -- |
66
- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.756 ms | 0 - 86 MB | NPU | -- |
67
- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.586 ms | 1 - 121 MB | NPU | -- |
68
- | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.707 ms | 1 - 63 MB | NPU | -- |
69
- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.068 ms | 90 - 90 MB | NPU | -- |
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- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.731 ms | 5 - 5 MB | NPU | -- |
71
- | YOLOv11-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 337.361 ms | 94 - 99 MB | CPU | -- |
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- | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.896 ms | 2 - 35 MB | NPU | -- |
73
- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.326 ms | 2 - 13 MB | NPU | -- |
74
- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.4 ms | 0 - 17 MB | NPU | -- |
75
- | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.932 ms | 0 - 33 MB | NPU | -- |
76
- | YOLOv11-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 132.643 ms | 86 - 91 MB | CPU | -- |
77
- | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.896 ms | 2 - 35 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.333 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.332 ms | 2 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.932 ms | 0 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.991 ms | 2 - 48 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.361 ms | 0 - 49 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.153 ms | 2 - 41 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.621 ms | 0 - 42 MB | NPU | -- |
85
- | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.654 ms | 2 - 44 MB | NPU | -- |
86
- | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 150.024 ms | 94 - 111 MB | CPU | -- |
87
- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.875 ms | 2 - 47 MB | NPU | -- |
88
- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.424 ms | 1 - 46 MB | NPU | -- |
89
- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.71 ms | 0 - 0 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.675 ms | 2 - 2 MB | NPU | -- |
91
- | YOLOv11-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.79 ms | 0 - 6 MB | NPU | -- |
92
- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.647 ms | 0 - 27 MB | NPU | -- |
93
- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.937 ms | 0 - 40 MB | NPU | -- |
94
- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.791 ms | 0 - 13 MB | NPU | -- |
95
- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.288 ms | 0 - 27 MB | NPU | -- |
96
- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 65.416 ms | 3 - 14 MB | NPU | -- |
97
- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.647 ms | 0 - 27 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.791 ms | 0 - 9 MB | NPU | -- |
99
- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.672 ms | 0 - 33 MB | NPU | -- |
100
- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.793 ms | 0 - 13 MB | NPU | -- |
101
- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.288 ms | 0 - 27 MB | NPU | -- |
102
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.184 ms | 0 - 43 MB | NPU | -- |
103
- | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.897 ms | 0 - 28 MB | NPU | -- |
104
- | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.831 ms | 0 - 35 MB | NPU | -- |
105
- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.845 ms | 0 - 34 MB | NPU | -- |
 
 
 
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@@ -279,7 +282,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
279
  ## License
280
  * The license for the original implementation of YOLOv11-Detection can be found
281
  [here](https://github.com/ultralytics/ultralytics/blob/main/LICENSE).
282
- * The license for the compiled assets for on-device deployment can be found [here](https://github.com/ultralytics/ultralytics/blob/main/LICENSE)
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39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.318 ms | 0 - 219 MB | NPU | -- |
42
+ | YOLOv11-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.277 ms | 3 - 210 MB | NPU | -- |
43
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.638 ms | 0 - 182 MB | NPU | -- |
44
+ | YOLOv11-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.686 ms | 5 - 176 MB | NPU | -- |
45
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.662 ms | 0 - 3 MB | NPU | -- |
46
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.656 ms | 5 - 7 MB | NPU | -- |
47
+ | YOLOv11-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.557 ms | 5 - 10 MB | NPU | -- |
48
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 21.263 ms | 0 - 204 MB | NPU | -- |
49
+ | YOLOv11-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 5.099 ms | 1 - 209 MB | NPU | -- |
50
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.318 ms | 0 - 219 MB | NPU | -- |
51
+ | YOLOv11-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.277 ms | 3 - 210 MB | NPU | -- |
52
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.674 ms | 0 - 2 MB | NPU | -- |
53
+ | YOLOv11-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.66 ms | 5 - 7 MB | NPU | -- |
54
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.911 ms | 0 - 156 MB | NPU | -- |
55
+ | YOLOv11-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.172 ms | 0 - 158 MB | NPU | -- |
56
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.646 ms | 0 - 3 MB | NPU | -- |
57
+ | YOLOv11-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.658 ms | 5 - 7 MB | NPU | -- |
58
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 21.263 ms | 0 - 204 MB | NPU | -- |
59
+ | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.099 ms | 1 - 209 MB | NPU | -- |
60
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.674 ms | 0 - 388 MB | NPU | -- |
61
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.659 ms | 5 - 369 MB | NPU | -- |
62
+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.716 ms | 1 - 214 MB | NPU | -- |
63
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.019 ms | 0 - 211 MB | NPU | -- |
64
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.013 ms | 5 - 209 MB | NPU | -- |
65
+ | YOLOv11-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.452 ms | 1 - 172 MB | NPU | -- |
66
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.579 ms | 0 - 224 MB | NPU | -- |
67
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.592 ms | 5 - 233 MB | NPU | -- |
68
+ | YOLOv11-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.697 ms | 0 - 149 MB | NPU | -- |
69
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.095 ms | 5 - 5 MB | NPU | -- |
70
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.762 ms | 5 - 5 MB | NPU | -- |
71
+ | YOLOv11-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 20.492 ms | 2 - 158 MB | NPU | -- |
72
+ | YOLOv11-Detection | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 168.21 ms | 80 - 96 MB | CPU | -- |
73
+ | YOLOv11-Detection | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 339.833 ms | 94 - 99 MB | CPU | -- |
74
+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.932 ms | 1 - 152 MB | NPU | -- |
75
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.287 ms | 2 - 5 MB | NPU | -- |
76
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.41 ms | 2 - 7 MB | NPU | -- |
77
+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.884 ms | 1 - 153 MB | NPU | -- |
78
+ | YOLOv11-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 131.757 ms | 87 - 91 MB | CPU | -- |
79
+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.932 ms | 1 - 152 MB | NPU | -- |
80
+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.286 ms | 3 - 5 MB | NPU | -- |
81
+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.284 ms | 3 - 5 MB | NPU | -- |
82
+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.884 ms | 1 - 153 MB | NPU | -- |
83
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.022 ms | 13 - 193 MB | NPU | -- |
84
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.347 ms | 0 - 170 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.163 ms | 2 - 162 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.616 ms | 0 - 143 MB | NPU | -- |
87
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.637 ms | 2 - 161 MB | NPU | -- |
88
+ | YOLOv11-Detection | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 150.266 ms | 94 - 111 MB | CPU | -- |
89
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.843 ms | 2 - 160 MB | NPU | -- |
90
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.418 ms | 0 - 145 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.686 ms | 2 - 2 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.617 ms | 2 - 2 MB | NPU | -- |
93
+ | YOLOv11-Detection | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 7.73 ms | 0 - 142 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 3.793 ms | 0 - 6 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.485 ms | 0 - 132 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.954 ms | 0 - 153 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.662 ms | 0 - 6 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.174 ms | 0 - 131 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 32.128 ms | 8 - 27 MB | GPU | -- |
100
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.485 ms | 0 - 132 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.666 ms | 0 - 2 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.514 ms | 0 - 139 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.665 ms | 0 - 2 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.174 ms | 0 - 131 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.136 ms | 0 - 155 MB | NPU | -- |
106
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.849 ms | 0 - 134 MB | NPU | -- |
107
+ | YOLOv11-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.753 ms | 0 - 139 MB | NPU | -- |
108
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.778 ms | 0 - 138 MB | NPU | -- |
109
 
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282
  ## License
283
  * The license for the original implementation of YOLOv11-Detection can be found
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  [here](https://github.com/ultralytics/ultralytics/blob/main/LICENSE).
 
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