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Yolo-v7

Object Detection
PyTorch
real_time
android
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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/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.
README.md CHANGED
@@ -27,9 +27,10 @@ This model is an implementation of Yolo-v7 found [here](https://github.com/WongK
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  - **Model Stats:**
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  - Model checkpoint: YoloV7 Tiny
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  - Input resolution: 640x640
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- - Number of parameters: 6.39M
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- - Model size (float): 24.4 MB
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  - Model size (w8a8): 6.23 MB
 
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34
  | 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 Yolo-v7 found [here](https://github.com/WongK
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  | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
54
  | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.533 ms | 1 - 15 MB | NPU | -- |
55
  | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8.78 ms | 0 - 88 MB | NPU | -- |
56
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.917 ms | 1 - 39 MB | NPU | -- |
57
  | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.861 ms | 0 - 41 MB | NPU | -- |
58
  | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.823 ms | 5 - 275 MB | NPU | -- |
59
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.934 ms | 5 - 216 MB | NPU | -- |
60
  | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.331 ms | 1 - 34 MB | NPU | -- |
61
  | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.908 ms | 5 - 136 MB | NPU | -- |
62
- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.193 ms | 7 - 129 MB | NPU | -- |
63
  | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.64 ms | 87 - 87 MB | NPU | -- |
64
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.039 ms | 9 - 9 MB | NPU | -- |
65
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.293 ms | 2 - 35 MB | NPU | -- |
66
- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.484 ms | 2 - 54 MB | NPU | -- |
67
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.348 ms | 2 - 13 MB | NPU | -- |
68
- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.067 ms | 2 - 37 MB | NPU | -- |
69
- | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 29.935 ms | 0 - 35 MB | NPU | -- |
70
- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.293 ms | 2 - 35 MB | NPU | -- |
71
- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.37 ms | 2 - 15 MB | NPU | -- |
72
- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.676 ms | 2 - 45 MB | NPU | -- |
73
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.387 ms | 2 - 15 MB | NPU | -- |
74
- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.067 ms | 2 - 37 MB | NPU | -- |
75
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.358 ms | 2 - 15 MB | NPU | -- |
76
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.926 ms | 0 - 30 MB | NPU | -- |
77
- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.361 ms | 2 - 52 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.109 ms | 3 - 218 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.478 ms | 2 - 53 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.682 ms | 2 - 142 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.056 ms | 0 - 0 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.012 ms | 5 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.71 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.641 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.699 ms | 0 - 38 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.86 ms | 1 - 42 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.121 ms | 0 - 35 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.077 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.559 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.482 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.829 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 7.931 ms | 1 - 35 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 53.49 ms | 15 - 53 MB | GPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.71 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.641 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.14 ms | 0 - 35 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.088 ms | 1 - 10 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.43 ms | 0 - 28 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.497 ms | 1 - 33 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.137 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.091 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.559 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.482 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.145 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.079 ms | 1 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.062 ms | 0 - 63 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.425 ms | 0 - 42 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.395 ms | 1 - 39 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.764 ms | 0 - 254 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.367 ms | 0 - 26 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.345 ms | 1 - 33 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.708 ms | 1 - 138 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.547 ms | 18 - 18 MB | NPU | -- |
114
- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.257 ms | 6 - 6 MB | NPU | -- |
115
 
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27
  - **Model Stats:**
28
  - Model checkpoint: YoloV7 Tiny
29
  - Input resolution: 640x640
30
+ - Number of parameters: 6.24M
31
+ - Model size (float): 23.8 MB
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  - Model size (w8a8): 6.23 MB
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+ - Model size (w8a16): 6.66 MB
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
 
54
  | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
55
  | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.533 ms | 1 - 15 MB | NPU | -- |
56
  | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 8.78 ms | 0 - 88 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.033 ms | 1 - 46 MB | NPU | -- |
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  | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.861 ms | 0 - 41 MB | NPU | -- |
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  | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.823 ms | 5 - 275 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 7.913 ms | 0 - 211 MB | NPU | -- |
61
  | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.331 ms | 1 - 34 MB | NPU | -- |
62
  | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.908 ms | 5 - 136 MB | NPU | -- |
63
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.213 ms | 5 - 127 MB | NPU | -- |
64
  | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.64 ms | 87 - 87 MB | NPU | -- |
65
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.096 ms | 10 - 10 MB | NPU | -- |
66
+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 17.905 ms | 1 - 34 MB | NPU | -- |
67
+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.617 ms | 2 - 52 MB | NPU | -- |
68
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.369 ms | 2 - 14 MB | NPU | -- |
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+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.014 ms | 0 - 34 MB | NPU | -- |
70
+ | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 30.109 ms | 2 - 36 MB | NPU | -- |
71
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 17.905 ms | 1 - 34 MB | NPU | -- |
72
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.326 ms | 2 - 13 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.731 ms | 1 - 42 MB | NPU | -- |
74
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.406 ms | 2 - 16 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.014 ms | 0 - 34 MB | NPU | -- |
76
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.333 ms | 2 - 15 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.464 ms | 1 - 45 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.179 ms | 2 - 51 MB | NPU | -- |
79
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.64 ms | 3 - 216 MB | NPU | -- |
80
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.303 ms | 2 - 52 MB | NPU | -- |
81
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.012 ms | 1 - 124 MB | NPU | -- |
82
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.201 ms | 14 - 14 MB | NPU | -- |
83
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.044 ms | 5 - 5 MB | NPU | -- |
84
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.734 ms | 0 - 23 MB | NPU | -- |
85
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.636 ms | 1 - 28 MB | NPU | -- |
86
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.731 ms | 0 - 40 MB | NPU | -- |
87
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.892 ms | 1 - 42 MB | NPU | -- |
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+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.121 ms | 0 - 6 MB | NPU | -- |
89
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.083 ms | 1 - 13 MB | NPU | -- |
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+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.547 ms | 0 - 25 MB | NPU | -- |
91
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.477 ms | 1 - 27 MB | NPU | -- |
92
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.69 ms | 0 - 34 MB | NPU | -- |
93
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 7.681 ms | 0 - 37 MB | NPU | -- |
94
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 59.698 ms | 15 - 60 MB | GPU | -- |
95
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.734 ms | 0 - 23 MB | NPU | -- |
96
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.636 ms | 1 - 28 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.126 ms | 0 - 31 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.084 ms | 1 - 6 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.4 ms | 0 - 26 MB | NPU | -- |
100
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.436 ms | 1 - 33 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.118 ms | 0 - 35 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.081 ms | 0 - 12 MB | NPU | -- |
103
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.547 ms | 0 - 25 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.477 ms | 1 - 27 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.137 ms | 0 - 35 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.082 ms | 1 - 12 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.967 ms | 0 - 53 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.425 ms | 0 - 37 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.409 ms | 1 - 43 MB | NPU | -- |
110
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.043 ms | 0 - 255 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.372 ms | 0 - 25 MB | NPU | -- |
112
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.342 ms | 1 - 33 MB | NPU | -- |
113
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.502 ms | 1 - 152 MB | NPU | -- |
114
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.521 ms | 18 - 18 MB | NPU | -- |
115
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.234 ms | 5 - 5 MB | NPU | -- |
116
 
117
 
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