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Yolo-v7

Object Detection
PyTorch
real_time
android
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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (1) hide show
  1. README.md +75 -77
README.md CHANGED
@@ -33,84 +33,82 @@ This model is an implementation of Yolo-v7 found [here](https://github.com/WongK
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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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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 34.894 ms | 1 - 24 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.761 ms | 3 - 13 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.994 ms | 1 - 41 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 12.754 ms | 5 - 41 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.584 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 9.153 ms | 5 - 7 MB | NPU | -- |
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- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.779 ms | 1 - 25 MB | NPU | -- |
43
- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 11.054 ms | 2 - 16 MB | NPU | -- |
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- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.894 ms | 1 - 24 MB | NPU | -- |
45
- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.761 ms | 3 - 13 MB | NPU | -- |
46
- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.464 ms | 2 - 16 MB | NPU | -- |
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- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 9.31 ms | 5 - 7 MB | NPU | -- |
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- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.321 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 12.292 ms | 0 - 18 MB | NPU | -- |
50
- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.551 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 9.003 ms | 5 - 8 MB | NPU | -- |
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- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.779 ms | 1 - 25 MB | NPU | -- |
53
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 11.054 ms | 2 - 16 MB | NPU | -- |
54
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.611 ms | 1 - 12 MB | NPU | -- |
55
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 9.018 ms | 5 - 20 MB | NPU | -- |
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- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.507 ms | 2 - 47 MB | NPU | -- |
57
- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.847 ms | 1 - 38 MB | NPU | -- |
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- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 6.465 ms | 5 - 60 MB | NPU | -- |
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- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.398 ms | 7 - 68 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.37 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 5.154 ms | 5 - 55 MB | NPU | -- |
62
- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.706 ms | 5 - 5 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.47 ms | 8 - 8 MB | NPU | -- |
64
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.364 ms | 0 - 10 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 13.748 ms | 2 - 53 MB | NPU | -- |
66
- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.642 ms | 2 - 4 MB | NPU | -- |
67
- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 13.269 ms | 2 - 16 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 29.628 ms | 2 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.364 ms | 0 - 10 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.614 ms | 2 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 11.806 ms | 2 - 7 MB | NPU | -- |
72
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.693 ms | 2 - 5 MB | NPU | -- |
73
- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 13.269 ms | 2 - 16 MB | NPU | -- |
74
- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.678 ms | 2 - 15 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.342 ms | 0 - 31 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.518 ms | 2 - 50 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.554 ms | 2 - 69 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.695 ms | 2 - 43 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.397 ms | 5 - 67 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.369 ms | 2 - 2 MB | NPU | -- |
81
- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.453 ms | 5 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.323 ms | 0 - 21 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.536 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.128 ms | 0 - 37 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 4.232 ms | 1 - 39 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.526 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.753 ms | 1 - 4 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.924 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.242 ms | 1 - 16 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.718 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 7.778 ms | 1 - 16 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 64.433 ms | 15 - 53 MB | GPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.323 ms | 0 - 21 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.536 ms | 1 - 11 MB | NPU | -- |
95
- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.514 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.753 ms | 1 - 3 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.808 ms | 0 - 26 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 4.311 ms | 1 - 19 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.528 ms | 0 - 30 MB | NPU | -- |
100
- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.755 ms | 1 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.924 ms | 0 - 24 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.242 ms | 1 - 16 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.527 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.766 ms | 2 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.164 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.698 ms | 0 - 37 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.766 ms | 1 - 38 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.742 ms | 0 - 69 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.643 ms | 0 - 28 MB | NPU | -- |
110
- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.922 ms | 1 - 30 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.822 ms | 0 - 57 MB | NPU | -- |
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  | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.169 ms | 1 - 1 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.498 ms | 6 - 6 MB | NPU | -- |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 34.789 ms | 1 - 24 MB | NPU | -- |
37
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.965 ms | 1 - 11 MB | NPU | -- |
38
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.981 ms | 0 - 40 MB | NPU | -- |
39
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 12.8 ms | 5 - 40 MB | NPU | -- |
40
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.46 ms | 1 - 12 MB | NPU | -- |
41
+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 9.063 ms | 5 - 7 MB | NPU | -- |
42
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.778 ms | 0 - 26 MB | NPU | -- |
43
+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 34.789 ms | 1 - 24 MB | NPU | -- |
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+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.965 ms | 1 - 11 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.607 ms | 1 - 14 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 9.054 ms | 5 - 8 MB | NPU | -- |
47
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.337 ms | 1 - 29 MB | NPU | -- |
48
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 12.262 ms | 0 - 18 MB | NPU | -- |
49
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.591 ms | 1 - 42 MB | NPU | -- |
50
+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 9.074 ms | 5 - 8 MB | NPU | -- |
51
+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.778 ms | 0 - 26 MB | NPU | -- |
52
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.488 ms | 0 - 13 MB | NPU | -- |
53
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 9.005 ms | 5 - 19 MB | NPU | -- |
54
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 10.506 ms | 2 - 50 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.793 ms | 1 - 39 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 6.438 ms | 5 - 57 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.009 ms | 5 - 67 MB | NPU | -- |
58
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 12.396 ms | 1 - 26 MB | NPU | -- |
59
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 6.188 ms | 5 - 53 MB | NPU | -- |
60
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.252 ms | 7 - 61 MB | NPU | -- |
61
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 9.787 ms | 5 - 5 MB | NPU | -- |
62
+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.504 ms | 8 - 8 MB | NPU | -- |
63
+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 23.395 ms | 0 - 10 MB | NPU | -- |
64
+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 13.671 ms | 2 - 55 MB | NPU | -- |
65
+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 12.617 ms | 2 - 13 MB | NPU | -- |
66
+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 13.297 ms | 1 - 16 MB | NPU | -- |
67
+ | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 29.856 ms | 2 - 14 MB | NPU | -- |
68
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 23.395 ms | 0 - 10 MB | NPU | -- |
69
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 12.692 ms | 2 - 4 MB | NPU | -- |
70
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 11.844 ms | 0 - 18 MB | NPU | -- |
71
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 12.705 ms | 2 - 5 MB | NPU | -- |
72
+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 13.297 ms | 1 - 16 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 12.74 ms | 2 - 15 MB | NPU | -- |
74
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.383 ms | 0 - 31 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 8.529 ms | 2 - 49 MB | NPU | -- |
76
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.605 ms | 3 - 68 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.745 ms | 1 - 63 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 13.386 ms | 2 - 2 MB | NPU | -- |
79
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.466 ms | 5 - 5 MB | NPU | -- |
80
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.337 ms | 0 - 21 MB | NPU | -- |
81
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.505 ms | 1 - 11 MB | NPU | -- |
82
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.167 ms | 0 - 38 MB | NPU | -- |
83
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 4.109 ms | 1 - 38 MB | NPU | -- |
84
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.527 ms | 0 - 29 MB | NPU | -- |
85
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 2.762 ms | 1 - 5 MB | NPU | -- |
86
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.928 ms | 0 - 24 MB | NPU | -- |
87
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 3.222 ms | 1 - 16 MB | NPU | -- |
88
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 10.087 ms | 0 - 32 MB | NPU | -- |
89
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 7.777 ms | 1 - 15 MB | NPU | -- |
90
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 53.886 ms | 14 - 53 MB | GPU | -- |
91
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.337 ms | 0 - 21 MB | NPU | -- |
92
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.505 ms | 1 - 11 MB | NPU | -- |
93
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.545 ms | 0 - 30 MB | NPU | -- |
94
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 2.756 ms | 1 - 4 MB | NPU | -- |
95
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.832 ms | 0 - 26 MB | NPU | -- |
96
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 4.283 ms | 1 - 19 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.521 ms | 0 - 30 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 2.755 ms | 1 - 4 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.928 ms | 0 - 24 MB | NPU | -- |
100
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 3.222 ms | 1 - 16 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.515 ms | 0 - 28 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 2.756 ms | 1 - 18 MB | NPU | -- |
103
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.042 ms | 0 - 30 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.706 ms | 0 - 37 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.767 ms | 1 - 39 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.946 ms | 0 - 69 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.637 ms | 0 - 28 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.922 ms | 1 - 31 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.865 ms | 1 - 58 MB | NPU | -- |
 
 
110
  | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.169 ms | 1 - 1 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.539 ms | 5 - 5 MB | NPU | -- |
112
 
113
 
114