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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
Model card Files Community
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v0.32.0

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See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (2) hide show
  1. LICENSE +2 -0
  2. README.md +57 -56
LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ The license of the original trained model can be found at https://github.com/ultralytics/ultralytics/blob/main/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/ultralytics/ultralytics/blob/main/LICENSE.
README.md CHANGED
@@ -27,9 +27,10 @@ This model is an implementation of YOLOv11-Detection found [here](https://github
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  - **Model Stats:**
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  - Model checkpoint: YOLO11-N
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  - Input resolution: 640x640
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- - Number of parameters: None
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- - Model size (float): None
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  - Model size (w8a8): 2.83 MB
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
@@ -53,65 +54,65 @@ This model is an implementation of YOLOv11-Detection found [here](https://github
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  | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.374 ms | 2 - 104 MB | NPU | -- |
54
  | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.977 ms | 0 - 21 MB | NPU | -- |
55
  | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.002 ms | 0 - 63 MB | NPU | -- |
56
- | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.601 ms | 5 - 39 MB | NPU | -- |
57
  | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.249 ms | 0 - 49 MB | NPU | -- |
58
  | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.84 ms | 5 - 212 MB | NPU | -- |
59
- | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.761 ms | 2 - 157 MB | NPU | -- |
60
  | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.509 ms | 0 - 48 MB | NPU | -- |
61
  | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.628 ms | 5 - 132 MB | NPU | -- |
62
- | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.526 ms | 5 - 91 MB | NPU | -- |
63
  | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.599 ms | 5 - 5 MB | NPU | -- |
64
- | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.155 ms | 5 - 5 MB | NPU | -- |
65
- | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.463 ms | 2 - 34 MB | NPU | -- |
66
- | YOLOv11-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.666 ms | 2 - 44 MB | NPU | -- |
67
- | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.987 ms | 2 - 15 MB | NPU | -- |
68
- | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.633 ms | 2 - 36 MB | NPU | -- |
69
- | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 15.023 ms | 2 - 40 MB | NPU | -- |
70
- | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.463 ms | 2 - 34 MB | NPU | -- |
71
- | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.01 ms | 2 - 15 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.267 ms | 2 - 37 MB | NPU | -- |
73
- | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.004 ms | 2 - 14 MB | NPU | -- |
74
- | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.633 ms | 2 - 36 MB | NPU | -- |
75
- | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.024 ms | 2 - 14 MB | NPU | -- |
76
- | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.786 ms | 0 - 37 MB | NPU | -- |
77
- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.659 ms | 2 - 45 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.47 ms | 3 - 86 MB | NPU | -- |
79
- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.322 ms | 2 - 41 MB | NPU | -- |
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- | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.441 ms | 3 - 126 MB | NPU | -- |
81
- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.637 ms | 0 - 0 MB | NPU | -- |
82
- | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.422 ms | 2 - 2 MB | NPU | -- |
83
- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.769 ms | 0 - 24 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.697 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.032 ms | 0 - 35 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.13 ms | 1 - 41 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.846 ms | 0 - 7 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.813 ms | 1 - 11 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.313 ms | 0 - 25 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.267 ms | 0 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.033 ms | 0 - 30 MB | NPU | -- |
92
- | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.575 ms | 1 - 32 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 58.723 ms | 1 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.769 ms | 0 - 24 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.697 ms | 1 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.855 ms | 0 - 11 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.82 ms | 1 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.669 ms | 0 - 27 MB | NPU | -- |
99
- | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.63 ms | 1 - 29 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.853 ms | 0 - 11 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.821 ms | 1 - 13 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.313 ms | 0 - 25 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.267 ms | 0 - 28 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.858 ms | 0 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.834 ms | 1 - 12 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.671 ms | 0 - 31 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.211 ms | 0 - 37 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.235 ms | 1 - 38 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.01 ms | 1 - 81 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.132 ms | 0 - 29 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.076 ms | 1 - 33 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.615 ms | 0 - 98 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.131 ms | 7 - 7 MB | NPU | -- |
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- | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.247 ms | 0 - 0 MB | NPU | -- |
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27
  - **Model Stats:**
28
  - Model checkpoint: YOLO11-N
29
  - Input resolution: 640x640
30
+ - Number of parameters: 2.64M
31
+ - Model size (float): 10.1 MB
32
  - Model size (w8a8): 2.83 MB
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+ - Model size (w8a16): 3.30 MB
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
 
54
  | YOLOv11-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 5.374 ms | 2 - 104 MB | NPU | -- |
55
  | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 5.977 ms | 0 - 21 MB | NPU | -- |
56
  | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.002 ms | 0 - 63 MB | NPU | -- |
57
+ | YOLOv11-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.671 ms | 5 - 36 MB | NPU | -- |
58
  | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.249 ms | 0 - 49 MB | NPU | -- |
59
  | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.84 ms | 5 - 212 MB | NPU | -- |
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+ | YOLOv11-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.978 ms | 0 - 161 MB | NPU | -- |
61
  | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.509 ms | 0 - 48 MB | NPU | -- |
62
  | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.628 ms | 5 - 132 MB | NPU | -- |
63
+ | YOLOv11-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.533 ms | 5 - 90 MB | NPU | -- |
64
  | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.599 ms | 5 - 5 MB | NPU | -- |
65
+ | YOLOv11-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.179 ms | 5 - 5 MB | NPU | -- |
66
+ | YOLOv11-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.507 ms | 0 - 32 MB | NPU | -- |
67
+ | YOLOv11-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.645 ms | 2 - 43 MB | NPU | -- |
68
+ | YOLOv11-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.014 ms | 2 - 14 MB | NPU | -- |
69
+ | YOLOv11-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.606 ms | 2 - 34 MB | NPU | -- |
70
+ | YOLOv11-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 15.647 ms | 2 - 38 MB | NPU | -- |
71
+ | YOLOv11-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.507 ms | 0 - 32 MB | NPU | -- |
72
+ | YOLOv11-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.023 ms | 2 - 13 MB | NPU | -- |
73
+ | YOLOv11-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.194 ms | 1 - 37 MB | NPU | -- |
74
+ | YOLOv11-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.007 ms | 2 - 14 MB | NPU | -- |
75
+ | YOLOv11-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.606 ms | 2 - 34 MB | NPU | -- |
76
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.006 ms | 2 - 13 MB | NPU | -- |
77
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.802 ms | 0 - 35 MB | NPU | -- |
78
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.668 ms | 2 - 45 MB | NPU | -- |
79
+ | YOLOv11-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.301 ms | 2 - 88 MB | NPU | -- |
80
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.89 ms | 2 - 38 MB | NPU | -- |
81
+ | YOLOv11-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.885 ms | 3 - 127 MB | NPU | -- |
82
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.632 ms | 0 - 0 MB | NPU | -- |
83
+ | YOLOv11-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.392 ms | 2 - 2 MB | NPU | -- |
84
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.682 ms | 0 - 24 MB | NPU | -- |
85
+ | YOLOv11-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.648 ms | 1 - 27 MB | NPU | -- |
86
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.023 ms | 0 - 33 MB | NPU | -- |
87
+ | YOLOv11-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.039 ms | 1 - 37 MB | NPU | -- |
88
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.816 ms | 0 - 9 MB | NPU | -- |
89
+ | YOLOv11-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.797 ms | 1 - 11 MB | NPU | -- |
90
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.253 ms | 0 - 25 MB | NPU | -- |
91
+ | YOLOv11-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.255 ms | 1 - 28 MB | NPU | -- |
92
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 4.272 ms | 0 - 31 MB | NPU | -- |
93
+ | YOLOv11-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.27 ms | 1 - 34 MB | NPU | -- |
94
+ | YOLOv11-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 63.467 ms | 1 - 12 MB | NPU | -- |
95
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.682 ms | 0 - 24 MB | NPU | -- |
96
+ | YOLOv11-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.648 ms | 1 - 27 MB | NPU | -- |
97
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.827 ms | 0 - 12 MB | NPU | -- |
98
+ | YOLOv11-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.821 ms | 1 - 13 MB | NPU | -- |
99
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.632 ms | 0 - 26 MB | NPU | -- |
100
+ | YOLOv11-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.588 ms | 0 - 30 MB | NPU | -- |
101
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.827 ms | 0 - 12 MB | NPU | -- |
102
+ | YOLOv11-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.811 ms | 2 - 12 MB | NPU | -- |
103
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.253 ms | 0 - 25 MB | NPU | -- |
104
+ | YOLOv11-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.255 ms | 1 - 28 MB | NPU | -- |
105
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.829 ms | 0 - 12 MB | NPU | -- |
106
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.811 ms | 0 - 11 MB | NPU | -- |
107
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.923 ms | 1 - 28 MB | NPU | -- |
108
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.204 ms | 0 - 35 MB | NPU | -- |
109
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.232 ms | 1 - 41 MB | NPU | -- |
110
+ | YOLOv11-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.041 ms | 1 - 96 MB | NPU | -- |
111
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.12 ms | 1 - 28 MB | NPU | -- |
112
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.889 ms | 1 - 34 MB | NPU | -- |
113
+ | YOLOv11-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.257 ms | 0 - 100 MB | NPU | -- |
114
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.078 ms | 7 - 7 MB | NPU | -- |
115
+ | YOLOv11-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.47 ms | 0 - 0 MB | NPU | -- |
116
 
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