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YOLOv8-Detection

Object Detection
PyTorch
real_time
android
Model card Files
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

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  1. README.md +61 -68
README.md CHANGED
@@ -15,18 +15,18 @@ pipeline_tag: object-detection
15
  Ultralytics YOLOv8 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 YOLOv8-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/v0.63.0/src/qai_hub_models/models/yolov8_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/v0.63.0/src/qai_hub_models/models/yolov8_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 [YOLOv8-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/yolov8_det) for usage instructions.
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31
 
32
  ## Model Details
@@ -44,18 +44,18 @@ 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® 8 Elite Gen 5 For Galaxy Mobile | 2.654 ms | 1 - 213 MB | NPU
48
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.891 ms | 0 - 185 MB | NPU
49
- | YOLOv8-Detection | ONNX | float | Snapdragon® X2 Elite | 2.957 ms | 5 - 5 MB | NPU
50
- | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 6.007 ms | 5 - 5 MB | NPU
51
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.62 ms | 1 - 232 MB | NPU
52
- | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.89 ms | 5 - 198 MB | NPU
53
- | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 6.5 ms | 5 - 9 MB | NPU
54
- | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.718 ms | 5 - 7 MB | NPU
55
- | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8450 | 9.89 ms | 5 - 198 MB | NPU
56
- | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 7.06 ms | 5 - 8 MB | NPU
57
- | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.007 ms | 5 - 5 MB | NPU
58
- | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.891 ms | 0 - 185 MB | NPU
59
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.976 ms | 1 - 79 MB | NPU
60
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.207 ms | 2 - 78 MB | NPU
61
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.135 ms | 2 - 2 MB | NPU
@@ -98,62 +98,55 @@ See our repository for [YOLOv8-Detection on GitHub](https://github.com/qualcomm/
98
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 6.694 ms | 2 - 6 MB | NPU
99
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.59 ms | 0 - 0 MB | NPU
100
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 3.084 ms | 1 - 205 MB | NPU
101
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.754 ms | 5 - 184 MB | NPU
102
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.147 ms | 0 - 171 MB | NPU
103
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.357 ms | 5 - 5 MB | NPU
104
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.158 ms | 5 - 5 MB | NPU
105
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.794 ms | 0 - 193 MB | NPU
106
- | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 7.31 ms | 5 - 187 MB | NPU
107
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 5.152 ms | 5 - 12 MB | NPU
108
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.822 ms | 3 - 5 MB | NPU
109
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8775P | 5.372 ms | 0 - 170 MB | NPU
110
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8650P | 5.372 ms | 0 - 170 MB | NPU
111
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8255P | 5.372 ms | 0 - 170 MB | NPU
112
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 7.31 ms | 5 - 187 MB | NPU
113
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 5.174 ms | 5 - 12 MB | NPU
114
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 4.158 ms | 5 - 5 MB | NPU
115
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.147 ms | 0 - 171 MB | NPU
116
- | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.965 ms | 0 - 157 MB | NPU
117
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.298 ms | 2 - 60 MB | NPU
118
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.513 ms | 2 - 56 MB | NPU
119
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.687 ms | 2 - 2 MB | NPU
120
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.668 ms | 2 - 2 MB | NPU
121
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.24 ms | 2 - 73 MB | NPU
122
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 4.027 ms | 2 - 79 MB | NPU
123
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 10.52 ms | 4 - 9 MB | NPU
124
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 3.278 ms | 0 - 6 MB | NPU
125
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.312 ms | 2 - 4 MB | NPU
126
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.896 ms | 0 - 58 MB | NPU
127
  | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 3.896 ms | 0 - 58 MB | NPU
128
  | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 3.896 ms | 0 - 58 MB | NPU
129
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 4.027 ms | 2 - 79 MB | NPU
130
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.645 ms | 1 - 6 MB | NPU
131
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.668 ms | 2 - 2 MB | NPU
132
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 19.176 ms | 3 - 170 MB | NPU
133
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.922 ms | 2 - 164 MB | NPU
134
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.513 ms | 2 - 56 MB | NPU
135
- | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.484 ms | 0 - 53 MB | NPU
136
- | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.922 ms | 2 - 164 MB | NPU
137
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.587 ms | 1 - 42 MB | NPU
138
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.7 ms | 0 - 39 MB | NPU
139
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.868 ms | 1 - 1 MB | NPU
140
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.599 ms | 1 - 1 MB | NPU
141
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.935 ms | 1 - 55 MB | NPU
142
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.595 ms | 1 - 61 MB | NPU
143
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.816 ms | 1 - 5 MB | NPU
144
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.444 ms | 1 - 5 MB | NPU
145
  | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.376 ms | 1 - 3 MB | NPU
146
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.774 ms | 0 - 44 MB | NPU
147
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.774 ms | 0 - 44 MB | NPU
148
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.774 ms | 0 - 44 MB | NPU
149
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.595 ms | 1 - 61 MB | NPU
150
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.54 ms | 1 - 4 MB | NPU
151
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.599 ms | 1 - 1 MB | NPU
152
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.427 ms | 1 - 153 MB | NPU
153
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.517 ms | 1 - 41 MB | NPU
154
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.7 ms | 0 - 39 MB | NPU
155
- | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.063 ms | 0 - 38 MB | NPU
156
- | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.517 ms | 1 - 41 MB | NPU
157
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.485 ms | 0 - 76 MB | NPU
158
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.812 ms | 0 - 72 MB | NPU
159
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.409 ms | 0 - 82 MB | NPU
 
15
  Ultralytics YOLOv8 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 YOLOv8-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/v0.64.0/src/qai_hub_models/models/yolov8_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/v0.64.0/src/qai_hub_models/models/yolov8_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 [YOLOv8-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/yolov8_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
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.649 ms | 1 - 211 MB | NPU
48
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.894 ms | 0 - 182 MB | NPU
49
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X2 Elite | 2.956 ms | 5 - 5 MB | NPU
50
+ | YOLOv8-Detection | ONNX | float | Snapdragon® X Elite | 6.118 ms | 5 - 5 MB | NPU
51
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.617 ms | 1 - 239 MB | NPU
52
+ | YOLOv8-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.921 ms | 5 - 197 MB | NPU
53
+ | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 6.501 ms | 5 - 9 MB | NPU
54
+ | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.72 ms | 5 - 7 MB | NPU
55
+ | YOLOv8-Detection | ONNX | float | Qualcomm® QCS8450 | 9.921 ms | 5 - 197 MB | NPU
56
+ | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 7.072 ms | 5 - 8 MB | NPU
57
+ | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.118 ms | 5 - 5 MB | NPU
58
+ | YOLOv8-Detection | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 2.894 ms | 0 - 182 MB | NPU
59
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.976 ms | 1 - 79 MB | NPU
60
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.207 ms | 2 - 78 MB | NPU
61
  | YOLOv8-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 2.135 ms | 2 - 2 MB | NPU
 
98
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 6.694 ms | 2 - 6 MB | NPU
99
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.59 ms | 0 - 0 MB | NPU
100
  | YOLOv8-Detection | ONNX | w8a8_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 3.084 ms | 1 - 205 MB | NPU
101
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.76 ms | 2 - 178 MB | NPU
102
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.15 ms | 5 - 171 MB | NPU
103
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.406 ms | 5 - 5 MB | NPU
104
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.062 ms | 5 - 5 MB | NPU
105
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.808 ms | 5 - 195 MB | NPU
106
+ | YOLOv8-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 7.417 ms | 5 - 186 MB | NPU
107
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 5.149 ms | 5 - 12 MB | NPU
108
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.819 ms | 3 - 5 MB | NPU
109
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 7.417 ms | 5 - 186 MB | NPU
110
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 5.146 ms | 5 - 12 MB | NPU
111
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 4.062 ms | 5 - 5 MB | NPU
112
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.15 ms | 5 - 171 MB | NPU
113
+ | YOLOv8-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.955 ms | 0 - 157 MB | NPU
114
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.296 ms | 2 - 61 MB | NPU
115
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.513 ms | 2 - 62 MB | NPU
116
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.704 ms | 2 - 2 MB | NPU
117
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.627 ms | 2 - 2 MB | NPU
118
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.244 ms | 2 - 73 MB | NPU
119
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 4.001 ms | 2 - 78 MB | NPU
120
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 10.458 ms | 3 - 8 MB | NPU
121
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 3.284 ms | 2 - 7 MB | NPU
122
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.31 ms | 2 - 4 MB | NPU
 
 
 
 
123
  | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 3.896 ms | 0 - 58 MB | NPU
124
  | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 3.896 ms | 0 - 58 MB | NPU
125
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 4.001 ms | 2 - 78 MB | NPU
126
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.647 ms | 1 - 5 MB | NPU
127
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.627 ms | 2 - 2 MB | NPU
128
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 19.363 ms | 2 - 169 MB | NPU
129
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 4.027 ms | 2 - 164 MB | NPU
130
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.513 ms | 2 - 62 MB | NPU
131
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 4.495 ms | 0 - 53 MB | NPU
132
+ | YOLOv8-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 4.027 ms | 2 - 164 MB | NPU
133
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.586 ms | 1 - 42 MB | NPU
134
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.702 ms | 1 - 40 MB | NPU
135
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.846 ms | 1 - 1 MB | NPU
136
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.601 ms | 1 - 1 MB | NPU
137
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.944 ms | 1 - 55 MB | NPU
138
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.606 ms | 1 - 61 MB | NPU
139
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.013 ms | 1 - 4 MB | NPU
140
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.452 ms | 1 - 5 MB | NPU
141
  | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.376 ms | 1 - 3 MB | NPU
142
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.606 ms | 1 - 61 MB | NPU
143
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.537 ms | 1 - 4 MB | NPU
144
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.601 ms | 1 - 1 MB | NPU
145
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.423 ms | 1 - 153 MB | NPU
146
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.505 ms | 1 - 40 MB | NPU
147
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® Dragonwing��� Q-8750 | 0.702 ms | 1 - 40 MB | NPU
148
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.062 ms | 0 - 38 MB | NPU
149
+ | YOLOv8-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.505 ms | 1 - 40 MB | NPU
 
 
 
150
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.485 ms | 0 - 76 MB | NPU
151
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.812 ms | 0 - 72 MB | NPU
152
  | YOLOv8-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.409 ms | 0 - 82 MB | NPU