Hugging Face's logo

qualcomm
/
Yolo-v7

Object Detection
PyTorch
bu_auto
real_time
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
fab1250
·
verified ·
1 Parent(s): 296039c

v0.44.0

Browse files

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 +97 -92
LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md.
2
- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found at https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md.
 
1
  The license of the original trained model can be found at https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md.
 
README.md CHANGED
@@ -2,6 +2,7 @@
2
  library_name: pytorch
3
  license: other
4
  tags:
 
5
  - real_time
6
  - android
7
  pipeline_tag: object-detection
@@ -38,97 +39,102 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.451 ms | 1 - 31 MB | NPU | -- |
42
- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.901 ms | 0 - 155 MB | NPU | -- |
43
- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.124 ms | 1 - 47 MB | NPU | -- |
44
- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.619 ms | 4 - 42 MB | NPU | -- |
45
- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.963 ms | 1 - 9 MB | NPU | -- |
46
- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.462 ms | 0 - 162 MB | NPU | -- |
47
- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.207 ms | 0 - 107 MB | NPU | -- |
48
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.759 ms | 0 - 31 MB | NPU | -- |
49
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 33.361 ms | 1 - 145 MB | NPU | -- |
50
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.451 ms | 1 - 31 MB | NPU | -- |
51
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.901 ms | 0 - 155 MB | NPU | -- |
52
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.92 ms | 0 - 29 MB | NPU | -- |
53
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.451 ms | 0 - 163 MB | NPU | -- |
54
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 12.882 ms | 1 - 39 MB | NPU | -- |
55
- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.163 ms | 0 - 43 MB | NPU | -- |
56
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.901 ms | 1 - 13 MB | NPU | -- |
57
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.456 ms | 0 - 168 MB | NPU | -- |
58
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.759 ms | 0 - 31 MB | NPU | -- |
59
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 33.361 ms | 1 - 145 MB | NPU | -- |
60
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.42 ms | 0 - 44 MB | NPU | -- |
61
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.671 ms | 5 - 357 MB | NPU | -- |
62
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.589 ms | 5 - 347 MB | NPU | -- |
63
- | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 5.529 ms | 1 - 36 MB | NPU | -- |
64
- | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.595 ms | 5 - 133 MB | NPU | -- |
65
- | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.435 ms | 0 - 135 MB | NPU | -- |
66
- | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.952 ms | 0 - 35 MB | NPU | -- |
67
- | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 3.015 ms | 5 - 156 MB | NPU | -- |
68
- | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.787 ms | 1 - 138 MB | NPU | -- |
69
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.827 ms | 216 - 216 MB | NPU | -- |
70
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.445 ms | 8 - 8 MB | NPU | -- |
71
- | Yolo-v7 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 11.052 ms | 2 - 112 MB | NPU | -- |
72
- | Yolo-v7 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 427.889 ms | 83 - 88 MB | CPU | -- |
73
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 8.972 ms | 2 - 192 MB | NPU | -- |
74
- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.257 ms | 2 - 204 MB | NPU | -- |
75
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.927 ms | 2 - 15 MB | NPU | -- |
76
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.25 ms | 0 - 26 MB | NPU | -- |
77
- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 19.033 ms | 2 - 195 MB | NPU | -- |
78
- | Yolo-v7 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 180.561 ms | 81 - 89 MB | CPU | -- |
79
- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 8.972 ms | 2 - 192 MB | NPU | -- |
80
- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.924 ms | 2 - 17 MB | NPU | -- |
81
- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.653 ms | 2 - 193 MB | NPU | -- |
82
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.929 ms | 2 - 17 MB | NPU | -- |
83
- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 19.033 ms | 2 - 195 MB | NPU | -- |
84
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.832 ms | 2 - 201 MB | NPU | -- |
85
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.505 ms | 1 - 219 MB | NPU | -- |
86
- | Yolo-v7 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.065 ms | 2 - 197 MB | NPU | -- |
87
- | Yolo-v7 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.678 ms | 0 - 196 MB | NPU | -- |
88
- | Yolo-v7 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 4.984 ms | 2 - 129 MB | NPU | -- |
89
- | Yolo-v7 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 202.192 ms | 82 - 99 MB | CPU | -- |
90
- | Yolo-v7 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.62 ms | 2 - 196 MB | NPU | -- |
91
- | Yolo-v7 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.153 ms | 1 - 196 MB | NPU | -- |
92
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.378 ms | 81 - 81 MB | NPU | -- |
93
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.39 ms | 5 - 5 MB | NPU | -- |
94
- | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 5.903 ms | 0 - 9 MB | NPU | -- |
95
- | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 6.106 ms | 1 - 106 MB | NPU | -- |
96
- | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 72.271 ms | 38 - 45 MB | CPU | -- |
97
- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.875 ms | 0 - 28 MB | NPU | -- |
98
- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.6 ms | 1 - 44 MB | NPU | -- |
99
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.885 ms | 0 - 45 MB | NPU | -- |
100
- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.852 ms | 1 - 57 MB | NPU | -- |
101
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.189 ms | 0 - 34 MB | NPU | -- |
102
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.129 ms | 1 - 15 MB | NPU | -- |
103
- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.736 ms | 0 - 24 MB | NPU | -- |
104
- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.67 ms | 0 - 27 MB | NPU | -- |
105
- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.529 ms | 1 - 45 MB | NPU | -- |
106
- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 77.063 ms | 3 - 46 MB | GPU | -- |
107
- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 53.787 ms | 36 - 46 MB | CPU | -- |
108
- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.875 ms | 0 - 28 MB | NPU | -- |
109
- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.6 ms | 1 - 44 MB | NPU | -- |
110
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.208 ms | 0 - 33 MB | NPU | -- |
111
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.136 ms | 1 - 10 MB | NPU | -- |
112
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.655 ms | 0 - 35 MB | NPU | -- |
113
- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.483 ms | 1 - 52 MB | NPU | -- |
114
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.209 ms | 0 - 34 MB | NPU | -- |
115
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.135 ms | 1 - 12 MB | NPU | -- |
116
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.67 ms | 0 - 27 MB | NPU | -- |
117
- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.529 ms | 1 - 45 MB | NPU | -- |
118
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.499 ms | 0 - 46 MB | NPU | -- |
119
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.413 ms | 1 - 62 MB | NPU | -- |
120
- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.741 ms | 0 - 63 MB | NPU | -- |
121
- | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.221 ms | 0 - 38 MB | NPU | -- |
122
- | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.048 ms | 1 - 50 MB | NPU | -- |
123
- | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.383 ms | 0 - 53 MB | NPU | -- |
124
- | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 2.462 ms | 0 - 39 MB | NPU | -- |
125
- | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.726 ms | 1 - 194 MB | NPU | -- |
126
- | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 50.774 ms | 41 - 58 MB | CPU | -- |
127
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.049 ms | 0 - 35 MB | NPU | -- |
128
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.888 ms | 1 - 52 MB | NPU | -- |
129
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.254 ms | 0 - 54 MB | NPU | -- |
130
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.418 ms | 20 - 20 MB | NPU | -- |
131
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.748 ms | 5 - 5 MB | NPU | -- |
 
 
 
 
 
132
 
133
 
134
 
@@ -305,7 +311,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
305
  ## License
306
  * The license for the original implementation of Yolo-v7 can be found
307
  [here](https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md).
308
- * The license for the compiled assets for on-device deployment can be found [here](https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md)
309
 
310
 
311
 
 
2
  library_name: pytorch
3
  license: other
4
  tags:
5
+ - bu_auto
6
  - real_time
7
  - android
8
  pipeline_tag: object-detection
 
39
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 29.023 ms | 1 - 135 MB | NPU | -- |
43
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.738 ms | 0 - 267 MB | NPU | -- |
44
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 22.496 ms | 1 - 173 MB | NPU | -- |
45
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.64 ms | 5 - 165 MB | NPU | -- |
46
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.977 ms | 1 - 3 MB | NPU | -- |
47
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.464 ms | 5 - 7 MB | NPU | -- |
48
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.321 ms | 0 - 12 MB | NPU | -- |
49
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.564 ms | 1 - 137 MB | NPU | -- |
50
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 8.118 ms | 1 - 257 MB | NPU | -- |
51
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.023 ms | 1 - 135 MB | NPU | -- |
52
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.738 ms | 0 - 267 MB | NPU | -- |
53
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 14.018 ms | 1 - 3 MB | NPU | -- |
54
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.453 ms | 5 - 7 MB | NPU | -- |
55
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 18.452 ms | 1 - 145 MB | NPU | -- |
56
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 9.217 ms | 0 - 147 MB | NPU | -- |
57
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.329 ms | 1 - 3 MB | NPU | -- |
58
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.448 ms | 5 - 7 MB | NPU | -- |
59
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.564 ms | 1 - 137 MB | NPU | -- |
60
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 8.118 ms | 1 - 257 MB | NPU | -- |
61
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 10.814 ms | 0 - 165 MB | NPU | -- |
62
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.549 ms | 5 - 491 MB | NPU | -- |
63
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.621 ms | 6 - 461 MB | NPU | -- |
64
+ | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 16.649 ms | 0 - 135 MB | GPU | -- |
65
+ | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.539 ms | 0 - 237 MB | NPU | -- |
66
+ | Yolo-v7 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.363 ms | 3 - 224 MB | NPU | -- |
67
+ | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 6.522 ms | 1 - 145 MB | NPU | -- |
68
+ | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.875 ms | 5 - 263 MB | NPU | -- |
69
+ | Yolo-v7 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.64 ms | 0 - 224 MB | NPU | -- |
70
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.891 ms | 5 - 5 MB | NPU | -- |
71
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.47 ms | 9 - 9 MB | NPU | -- |
72
+ | Yolo-v7 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 31.878 ms | 2 - 250 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 215.545 ms | 83 - 97 MB | CPU | -- |
74
+ | Yolo-v7 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 11.435 ms | 2 - 6 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 437.653 ms | 83 - 88 MB | CPU | -- |
76
+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 8.991 ms | 2 - 299 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.094 ms | 2 - 331 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.927 ms | 2 - 5 MB | NPU | -- |
79
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.196 ms | 0 - 7 MB | NPU | -- |
80
+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.563 ms | 0 - 301 MB | NPU | -- |
81
+ | Yolo-v7 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 180.457 ms | 81 - 89 MB | CPU | -- |
82
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 8.991 ms | 2 - 299 MB | NPU | -- |
83
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.937 ms | 2 - 5 MB | NPU | -- |
84
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.677 ms | 0 - 299 MB | NPU | -- |
85
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.928 ms | 3 - 5 MB | NPU | -- |
86
+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.563 ms | 0 - 301 MB | NPU | -- |
87
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.818 ms | 2 - 328 MB | NPU | -- |
88
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.481 ms | 3 - 327 MB | NPU | -- |
89
+ | Yolo-v7 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.061 ms | 2 - 304 MB | NPU | -- |
90
+ | Yolo-v7 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.67 ms | 0 - 283 MB | NPU | -- |
91
+ | Yolo-v7 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 5.027 ms | 2 - 233 MB | NPU | -- |
92
+ | Yolo-v7 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 201.854 ms | 82 - 99 MB | CPU | -- |
93
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.613 ms | 2 - 298 MB | NPU | -- |
94
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.143 ms | 0 - 283 MB | NPU | -- |
95
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.432 ms | 2 - 2 MB | NPU | -- |
96
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.419 ms | 5 - 5 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 14.407 ms | 0 - 148 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 14.621 ms | 1 - 167 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 54.455 ms | 39 - 55 MB | CPU | -- |
100
+ | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 6.113 ms | 0 - 9 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 6.251 ms | 3 - 6 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 74.368 ms | 38 - 45 MB | CPU | -- |
103
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.74 ms | 0 - 154 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.592 ms | 1 - 147 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.118 ms | 0 - 162 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.863 ms | 1 - 174 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.237 ms | 0 - 2 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.139 ms | 1 - 4 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.708 ms | 0 - 8 MB | NPU | -- |
110
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.67 ms | 0 - 156 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.523 ms | 1 - 148 MB | NPU | -- |
112
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 57.504 ms | 15 - 53 MB | GPU | -- |
113
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 50.459 ms | 34 - 43 MB | CPU | -- |
114
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.74 ms | 0 - 154 MB | NPU | -- |
115
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.592 ms | 1 - 147 MB | NPU | -- |
116
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.234 ms | 0 - 2 MB | NPU | -- |
117
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.147 ms | 0 - 2 MB | NPU | -- |
118
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.703 ms | 0 - 146 MB | NPU | -- |
119
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.5 ms | 0 - 155 MB | NPU | -- |
120
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.237 ms | 0 - 2 MB | NPU | -- |
121
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.142 ms | 1 - 3 MB | NPU | -- |
122
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.67 ms | 0 - 156 MB | NPU | -- |
123
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.523 ms | 1 - 148 MB | NPU | -- |
124
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.424 ms | 0 - 178 MB | NPU | -- |
125
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.417 ms | 1 - 171 MB | NPU | -- |
126
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.744 ms | 0 - 159 MB | NPU | -- |
127
+ | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.214 ms | 0 - 161 MB | NPU | -- |
128
+ | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.053 ms | 1 - 152 MB | NPU | -- |
129
+ | Yolo-v7 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.391 ms | 0 - 135 MB | NPU | -- |
130
+ | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 2.636 ms | 0 - 148 MB | NPU | -- |
131
+ | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 2.643 ms | 1 - 296 MB | NPU | -- |
132
+ | Yolo-v7 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 50.926 ms | 41 - 58 MB | CPU | -- |
133
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.982 ms | 0 - 176 MB | NPU | -- |
134
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.895 ms | 1 - 151 MB | NPU | -- |
135
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.245 ms | 0 - 135 MB | NPU | -- |
136
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.397 ms | 1 - 1 MB | NPU | -- |
137
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.752 ms | 5 - 5 MB | NPU | -- |
138
 
139
 
140
 
 
311
  ## License
312
  * The license for the original implementation of Yolo-v7 can be found
313
  [here](https://github.com/WongKinYiu/yolov7/blob/main/LICENSE.md).
 
314
 
315
 
316