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YOLOv11-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +26 -16
README.md CHANGED
@@ -44,22 +44,32 @@ See our repository for [YOLOv11-Segmentation on GitHub](https://github.com/quic/
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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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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® X Elite | 6.416 ms | 17 - 17 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.233 ms | 2 - 206 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.171 ms | 11 - 15 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS9075 | 8.053 ms | 11 - 14 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.491 ms | 1 - 160 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.043 ms | 0 - 155 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.147 ms | 0 - 171 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 15.466 ms | 4 - 111 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.342 ms | 4 - 9 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8775P | 6.082 ms | 4 - 113 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.829 ms | 4 - 22 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.084 ms | 4 - 210 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA7255P | 15.466 ms | 4 - 111 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8295P | 9.237 ms | 4 - 177 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.39 ms | 0 - 116 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.957 ms | 0 - 121 MB | NPU
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of YOLOv11-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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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® X Elite | 7.177 ms | 17 - 17 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.197 ms | 1 - 269 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.631 ms | 14 - 123 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.835 ms | 12 - 15 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.49 ms | 1 - 228 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.919 ms | 0 - 235 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.379 ms | 15 - 15 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.43 ms | 8 - 8 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.678 ms | 0 - 230 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 425.63 ms | 165 - 170 MB | CPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.927 ms | 5 - 126 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 7.092 ms | 6 - 9 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 217.734 ms | 167 - 177 MB | CPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.743 ms | 0 - 84 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 196.628 ms | 99 - 109 MB | CPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.652 ms | 6 - 6 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.144 ms | 0 - 117 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 64.498 ms | 7 - 37 MB | GPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.293 ms | 0 - 5 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8775P | 6.056 ms | 4 - 90 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.882 ms | 3 - 21 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.082 ms | 4 - 207 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA7255P | 64.498 ms | 7 - 37 MB | GPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8295P | 9.375 ms | 4 - 177 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.386 ms | 0 - 93 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.937 ms | 0 - 104 MB | NPU
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  ## License
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  * The license for the original implementation of YOLOv11-Segmentation can be found