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YOLOv8-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

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  1. README.md +29 -29
README.md CHANGED
@@ -44,35 +44,35 @@ See our repository for [YOLOv8-Segmentation on GitHub](https://github.com/qualco
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.957 ms | 0 - 233 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.432 ms | 16 - 16 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® X Elite | 6.862 ms | 17 - 17 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.095 ms | 17 - 290 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.374 ms | 12 - 23 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.788 ms | 13 - 16 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.319 ms | 2 - 227 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.893 ms | 5 - 189 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 2.802 ms | 5 - 5 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 4.861 ms | 5 - 5 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.322 ms | 5 - 215 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 16.916 ms | 1 - 180 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.455 ms | 5 - 48 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.353 ms | 0 - 182 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 6.043 ms | 5 - 15 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.943 ms | 5 - 196 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.916 ms | 1 - 180 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 9.2 ms | 0 - 165 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.648 ms | 5 - 189 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.755 ms | 0 - 103 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.92 ms | 0 - 110 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 16.156 ms | 4 - 84 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.989 ms | 0 - 2 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8775P | 5.871 ms | 4 - 90 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.779 ms | 4 - 23 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.866 ms | 4 - 208 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA7255P | 16.156 ms | 4 - 84 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8295P | 8.625 ms | 4 - 174 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.247 ms | 0 - 80 MB | NPU
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  ## License
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  * The license for the original implementation of YOLOv8-Segmentation can be found
 
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.957 ms | 1 - 233 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.462 ms | 16 - 16 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® X Elite | 6.843 ms | 17 - 17 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.054 ms | 17 - 299 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.388 ms | 1 - 12 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.781 ms | 12 - 15 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.308 ms | 1 - 222 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.992 ms | 1 - 196 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 2.813 ms | 5 - 5 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 4.99 ms | 5 - 5 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.444 ms | 0 - 206 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 17.109 ms | 0 - 179 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.58 ms | 5 - 6 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.505 ms | 1 - 182 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 6.05 ms | 5 - 15 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.281 ms | 5 - 196 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 17.109 ms | 0 - 179 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 9.408 ms | 0 - 166 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.783 ms | 0 - 181 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.835 ms | 0 - 99 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.01 ms | 0 - 108 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 16.304 ms | 4 - 83 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.104 ms | 4 - 7 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8775P | 5.941 ms | 4 - 88 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.868 ms | 3 - 22 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.567 ms | 4 - 86 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA7255P | 16.304 ms | 4 - 83 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8295P | 8.665 ms | 4 - 60 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.259 ms | 0 - 84 MB | NPU
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  ## License
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  * The license for the original implementation of YOLOv8-Segmentation can be found