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YOLOv8-Segmentation

Image Segmentation
PyTorch
real_time
android
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@@ -33,35 +33,35 @@ This model is an implementation of YOLOv8-Segmentation found [here](https://gith
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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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- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.241 ms | 4 - 22 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 5.045 ms | 5 - 8 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.991 ms | 14 - 35 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.977 ms | 3 - 53 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.606 ms | 5 - 26 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.645 ms | 15 - 73 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.712 ms | 3 - 50 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.491 ms | 5 - 51 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.392 ms | 16 - 62 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA7255P ADP | SA7255P | TFLITE | 94.201 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA7255P ADP | SA7255P | QNN | 90.446 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.139 ms | 4 - 23 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 5.086 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8295P ADP | SA8295P | TFLITE | 12.55 ms | 4 - 32 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8295P ADP | SA8295P | QNN | 9.13 ms | 0 - 18 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.21 ms | 4 - 22 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.972 ms | 6 - 9 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8775P ADP | SA8775P | TFLITE | 11.877 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | SA8775P ADP | SA8775P | QNN | 8.055 ms | 0 - 10 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 94.201 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 90.446 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.132 ms | 4 - 23 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.946 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 11.877 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.055 ms | 0 - 10 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.583 ms | 4 - 46 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.371 ms | 5 - 42 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.382 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.546 ms | 17 - 17 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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+ | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.23 ms | 4 - 26 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 6.154 ms | 5 - 22 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.466 ms | 12 - 47 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.993 ms | 3 - 53 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.31 ms | 51 - 106 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.408 ms | 16 - 82 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.728 ms | 4 - 47 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.483 ms | 5 - 51 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.573 ms | 4 - 55 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA7255P ADP | SA7255P | TFLITE | 94.179 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA7255P ADP | SA7255P | QNN | 90.395 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.121 ms | 4 - 22 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.978 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8295P ADP | SA8295P | TFLITE | 12.528 ms | 4 - 33 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8295P ADP | SA8295P | QNN | 9.108 ms | 0 - 18 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.094 ms | 4 - 24 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 5.076 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8775P ADP | SA8775P | TFLITE | 11.909 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | SA8775P ADP | SA8775P | QNN | 8.095 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 94.179 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 90.395 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.248 ms | 5 - 26 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.914 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 11.909 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.095 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.636 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.636 ms | 5 - 39 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 5.444 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | YOLOv8-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.793 ms | 17 - 17 MB | FP16 | NPU | -- |
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