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YOLOv8-Detection

Object Detection
PyTorch
real_time
android
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@@ -32,34 +32,34 @@ This model is an implementation of YOLOv8-Detection found [here](https://github.
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 5.164 ms | 0 - 17 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.053 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.183 ms | 5 - 39 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.706 ms | 0 - 47 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.46 ms | 5 - 20 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.371 ms | 5 - 64 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.686 ms | 0 - 44 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.635 ms | 5 - 56 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.347 ms | 5 - 57 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA7255P ADP | SA7255P | TFLITE | 71.655 ms | 0 - 35 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA7255P ADP | SA7255P | QNN | 70.864 ms | 1 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 5.167 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 5.013 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8295P ADP | SA8295P | TFLITE | 9.939 ms | 0 - 28 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 5.173 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.998 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8775P ADP | SA8775P | TFLITE | 8.129 ms | 0 - 35 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | SA8775P ADP | SA8775P | QNN | 7.974 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 71.655 ms | 0 - 35 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 70.864 ms | 1 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 5.145 ms | 0 - 17 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 5.0 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 8.129 ms | 0 - 35 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 7.974 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.597 ms | 0 - 31 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.603 ms | 5 - 40 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.419 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | YOLOv8-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.696 ms | 5 - 5 MB | FP16 | NPU | -- |
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.429 ms | 0 - 13 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.087 ms | 6 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.46 ms | 7 - 41 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.379 ms | 0 - 50 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.914 ms | 3 - 22 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.504 ms | 7 - 65 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.975 ms | 0 - 43 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.017 ms | 5 - 49 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.636 ms | 5 - 51 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA7255P ADP | SA7255P | TFLITE | 73.21 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA7255P ADP | SA7255P | QNN | 69.254 ms | 1 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.451 ms | 0 - 13 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.058 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8295P ADP | SA8295P | TFLITE | 11.227 ms | 0 - 27 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8295P ADP | SA8295P | QNN | 7.632 ms | 0 - 14 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.387 ms | 0 - 17 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.06 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8775P ADP | SA8775P | TFLITE | 10.51 ms | 0 - 39 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | SA8775P ADP | SA8775P | QNN | 6.632 ms | 0 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 73.21 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 69.254 ms | 1 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.069 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.51 ms | 0 - 39 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.632 ms | 0 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 9.984 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.076 ms | 5 - 32 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.475 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | YOLOv8-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.761 ms | 5 - 5 MB | FP16 | NPU | -- |
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