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YOLOv8-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
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 Community
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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 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® X2 Elite | 3.422 ms | 16 - 16 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® X Elite | 6.888 ms | 17 - 17 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.045 ms | 14 - 288 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.355 ms | 12 - 19 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.778 ms | 15 - 18 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.317 ms | 2 - 227 MB | NPU
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- | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.956 ms | 0 - 233 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 2.737 ms | 5 - 5 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 4.84 ms | 5 - 5 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.331 ms | 5 - 216 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 16.901 ms | 1 - 180 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.483 ms | 5 - 6 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.307 ms | 1 - 183 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 6.057 ms | 5 - 15 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.893 ms | 5 - 196 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.901 ms | 1 - 180 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 9.217 ms | 0 - 166 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.65 ms | 5 - 190 MB | NPU
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- | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.912 ms | 4 - 190 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.939 ms | 0 - 114 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 16.141 ms | 4 - 84 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.946 ms | 4 - 9 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8775P | 5.846 ms | 4 - 90 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.771 ms | 4 - 23 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.894 ms | 4 - 208 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA7255P | 16.141 ms | 4 - 84 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8295P | 8.606 ms | 4 - 174 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.24 ms | 0 - 89 MB | NPU
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- | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.767 ms | 0 - 102 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 | 2.955 ms | 0 - 233 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.453 ms | 16 - 16 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® X Elite | 6.865 ms | 17 - 17 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.061 ms | 16 - 295 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.354 ms | 12 - 19 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.797 ms | 13 - 16 MB | NPU
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+ | YOLOv8-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.306 ms | 0 - 221 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.916 ms | 5 - 189 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 2.783 ms | 5 - 5 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 4.853 ms | 5 - 5 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.339 ms | 5 - 216 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 16.948 ms | 0 - 179 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.486 ms | 5 - 38 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.379 ms | 1 - 182 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 6.047 ms | 5 - 15 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.859 ms | 5 - 195 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.948 ms | 0 - 179 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 9.217 ms | 0 - 165 MB | NPU
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+ | YOLOv8-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.66 ms | 0 - 183 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.751 ms | 0 - 102 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.92 ms | 0 - 113 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 16.149 ms | 4 - 84 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.97 ms | 0 - 2 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8775P | 23.111 ms | 4 - 88 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.77 ms | 4 - 23 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.899 ms | 4 - 207 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA7255P | 16.149 ms | 4 - 84 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Qualcomm® SA8295P | 8.653 ms | 4 - 174 MB | NPU
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+ | YOLOv8-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.257 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