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Yolo-v7

Object Detection
PyTorch
real_time
android
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

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  1. README.md +75 -79
README.md CHANGED
@@ -38,85 +38,81 @@ More details on model performance across various devices, can be found
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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 | 35.08 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.796 ms | 0 - 119 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 20.598 ms | 1 - 43 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.777 ms | 5 - 44 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 17.457 ms | 1 - 12 MB | NPU | -- |
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- | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 8.761 ms | 5 - 22 MB | NPU | -- |
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- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.727 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
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- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 35.08 ms | 1 - 27 MB | NPU | -- |
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- | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.796 ms | 0 - 119 MB | NPU | -- |
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- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 17.67 ms | 1 - 17 MB | NPU | -- |
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- | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 8.792 ms | 0 - 97 MB | NPU | -- |
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- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 22.117 ms | 1 - 32 MB | NPU | -- |
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- | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 13.626 ms | 2 - 32 MB | NPU | -- |
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- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 17.735 ms | 0 - 13 MB | NPU | -- |
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- | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 8.771 ms | 0 - 78 MB | NPU | -- |
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- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.727 ms | 1 - 28 MB | NPU | -- |
58
- | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.511 ms | 1 - 123 MB | NPU | -- |
59
- | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 17.695 ms | 1 - 12 MB | NPU | -- |
60
- | 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 | 11.093 ms | 0 - 25 MB | NPU | -- |
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- | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 12.915 ms | 1 - 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 | 7.854 ms | 5 - 214 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 10.61 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.908 ms | 5 - 136 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 8.216 ms | 5 - 128 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 9.64 ms | 87 - 87 MB | NPU | -- |
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- | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.065 ms | 9 - 9 MB | NPU | -- |
70
- | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.225 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.796 ms | 2 - 54 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.348 ms | 2 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 9.842 ms | 0 - 35 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 29.634 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.225 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.303 ms | 2 - 15 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.662 ms | 1 - 43 MB | NPU | -- |
78
- | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.395 ms | 2 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 9.842 ms | 0 - 35 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.384 ms | 2 - 14 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 6.248 ms | 0 - 45 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.215 ms | 2 - 53 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.175 ms | 2 - 224 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 6.729 ms | 2 - 55 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 4.099 ms | 1 - 154 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 10.434 ms | 0 - 0 MB | NPU | -- |
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- | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.108 ms | 5 - 5 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.706 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.626 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.631 ms | 0 - 37 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.939 ms | 1 - 37 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.105 ms | 0 - 10 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.073 ms | 1 - 11 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.539 ms | 0 - 25 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.471 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.931 ms | 0 - 36 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 7.715 ms | 0 - 33 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 57.957 ms | 15 - 35 MB | GPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.706 ms | 0 - 23 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.626 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.126 ms | 0 - 29 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.071 ms | 1 - 14 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.437 ms | 0 - 25 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.447 ms | 1 - 32 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.124 ms | 0 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.081 ms | 1 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.539 ms | 0 - 25 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.471 ms | 1 - 28 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.123 ms | 0 - 40 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.08 ms | 1 - 13 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.932 ms | 0 - 59 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.419 ms | 0 - 43 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.423 ms | 19 - 62 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.783 ms | 0 - 254 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.36 ms | 0 - 30 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.344 ms | 1 - 34 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.225 ms | 1 - 152 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.521 ms | 20 - 20 MB | NPU | -- |
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- | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.282 ms | 5 - 5 MB | NPU | -- |
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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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  |---|---|---|---|---|---|---|---|---|
41
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.69 ms | 1 - 118 MB | NPU | -- |
42
+ | Yolo-v7 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 23.088 ms | 2 - 132 MB | NPU | -- |
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+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.899 ms | 1 - 48 MB | NPU | -- |
44
+ | Yolo-v7 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.39 ms | 5 - 46 MB | NPU | -- |
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+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 9.495 ms | 0 - 100 MB | NPU | -- |
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+ | Yolo-v7 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 10.38 ms | 5 - 20 MB | NPU | -- |
47
+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.354 ms | 1 - 117 MB | NPU | -- |
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+ | Yolo-v7 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.527 ms | 1 - 129 MB | NPU | -- |
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+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.69 ms | 1 - 118 MB | NPU | -- |
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+ | Yolo-v7 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 23.088 ms | 2 - 132 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 9.471 ms | 0 - 101 MB | NPU | -- |
52
+ | Yolo-v7 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 10.404 ms | 5 - 32 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 14.446 ms | 1 - 40 MB | NPU | -- |
54
+ | Yolo-v7 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.846 ms | 1 - 41 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 9.481 ms | 0 - 102 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 10.419 ms | 5 - 20 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.354 ms | 1 - 117 MB | NPU | -- |
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+ | Yolo-v7 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.527 ms | 1 - 129 MB | NPU | -- |
59
+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 9.408 ms | 0 - 103 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 10.451 ms | 5 - 22 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 11.037 ms | 0 - 43 MB | NPU | -- |
62
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.7 ms | 8 - 221 MB | NPU | -- |
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+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 6.033 ms | 5 - 315 MB | NPU | -- |
64
+ | Yolo-v7 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 8.907 ms | 5 - 166 MB | NPU | -- |
65
+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 7.059 ms | 1 - 116 MB | NPU | -- |
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+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 5.88 ms | 5 - 130 MB | NPU | -- |
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+ | Yolo-v7 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 7.724 ms | 5 - 132 MB | NPU | -- |
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+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.164 ms | 204 - 204 MB | NPU | -- |
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+ | Yolo-v7 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 11.733 ms | 9 - 9 MB | NPU | -- |
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+ | Yolo-v7 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 18.124 ms | 2 - 37 MB | NPU | -- |
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+ | Yolo-v7 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 12.361 ms | 2 - 55 MB | NPU | -- |
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+ | Yolo-v7 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 9.425 ms | 2 - 17 MB | NPU | -- |
73
+ | Yolo-v7 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 10.263 ms | 1 - 37 MB | NPU | -- |
74
+ | Yolo-v7 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 24.212 ms | 2 - 43 MB | NPU | -- |
75
+ | Yolo-v7 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 18.124 ms | 2 - 37 MB | NPU | -- |
76
+ | Yolo-v7 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 9.453 ms | 2 - 16 MB | NPU | -- |
77
+ | Yolo-v7 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 11.967 ms | 2 - 52 MB | NPU | -- |
78
+ | Yolo-v7 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 9.44 ms | 2 - 16 MB | NPU | -- |
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+ | Yolo-v7 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 10.263 ms | 1 - 37 MB | NPU | -- |
80
+ | Yolo-v7 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 9.432 ms | 2 - 14 MB | NPU | -- |
81
+ | Yolo-v7 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 5.126 ms | 2 - 51 MB | NPU | -- |
82
+ | Yolo-v7 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 4.967 ms | 2 - 46 MB | NPU | -- |
83
+ | Yolo-v7 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.928 ms | 12 - 12 MB | NPU | -- |
84
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.592 ms | 0 - 27 MB | NPU | -- |
85
+ | Yolo-v7 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.299 ms | 1 - 30 MB | NPU | -- |
86
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.283 ms | 0 - 48 MB | NPU | -- |
87
+ | Yolo-v7 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.749 ms | 1 - 44 MB | NPU | -- |
88
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.621 ms | 0 - 32 MB | NPU | -- |
89
+ | Yolo-v7 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.924 ms | 1 - 14 MB | NPU | -- |
90
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.049 ms | 0 - 27 MB | NPU | -- |
91
+ | Yolo-v7 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.367 ms | 1 - 30 MB | NPU | -- |
92
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 20.597 ms | 8 - 57 MB | NPU | -- |
93
+ | Yolo-v7 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 8.56 ms | 1 - 39 MB | NPU | -- |
94
+ | Yolo-v7 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 128.83 ms | 15 - 45 MB | GPU | -- |
95
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.592 ms | 0 - 27 MB | NPU | -- |
96
+ | Yolo-v7 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.299 ms | 1 - 30 MB | NPU | -- |
97
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.649 ms | 0 - 31 MB | NPU | -- |
98
+ | Yolo-v7 | w8a8 | SA8255 (Proxy) | Qualcomm�� SA8255P (Proxy) | QNN_DLC | 1.911 ms | 1 - 14 MB | NPU | -- |
99
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.277 ms | 0 - 36 MB | NPU | -- |
100
+ | Yolo-v7 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.232 ms | 1 - 37 MB | NPU | -- |
101
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.644 ms | 0 - 33 MB | NPU | -- |
102
+ | Yolo-v7 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.913 ms | 1 - 14 MB | NPU | -- |
103
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.049 ms | 0 - 27 MB | NPU | -- |
104
+ | Yolo-v7 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.367 ms | 1 - 30 MB | NPU | -- |
105
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.652 ms | 0 - 9 MB | NPU | -- |
106
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.913 ms | 1 - 15 MB | NPU | -- |
107
+ | Yolo-v7 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.06 ms | 0 - 62 MB | NPU | -- |
108
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.755 ms | 0 - 46 MB | NPU | -- |
109
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.292 ms | 1 - 48 MB | NPU | -- |
110
+ | Yolo-v7 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.014 ms | 0 - 258 MB | NPU | -- |
111
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.607 ms | 0 - 33 MB | NPU | -- |
112
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.171 ms | 1 - 38 MB | NPU | -- |
113
+ | Yolo-v7 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.362 ms | 1 - 140 MB | NPU | -- |
114
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.172 ms | 22 - 22 MB | NPU | -- |
115
+ | Yolo-v7 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.592 ms | 5 - 5 MB | NPU | -- |
 
 
 
 
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