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YOLOv11-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

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  1. README.md +27 -27
README.md CHANGED
@@ -44,33 +44,33 @@ See our repository for [YOLOv11-Segmentation on GitHub](https://github.com/qualc
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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® 8 Elite Gen 5 Mobile | 2.914 ms | 0 - 234 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.393 ms | 16 - 16 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® X Elite | 7.168 ms | 17 - 17 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.207 ms | 16 - 284 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.654 ms | 11 - 16 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.833 ms | 13 - 16 MB | NPU
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- | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.461 ms | 0 - 228 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.427 ms | 0 - 90 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.665 ms | 6 - 6 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.477 ms | 8 - 8 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.661 ms | 1 - 233 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 416.127 ms | 164 - 169 MB | CPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.88 ms | 5 - 10 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 7.095 ms | 6 - 9 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 219.193 ms | 167 - 176 MB | CPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.742 ms | 1 - 101 MB | NPU
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- | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 196.905 ms | 99 - 109 MB | CPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.933 ms | 0 - 104 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.15 ms | 0 - 114 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 15.371 ms | 4 - 86 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.335 ms | 4 - 8 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8775P | 6.071 ms | 4 - 90 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.861 ms | 4 - 22 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.077 ms | 4 - 211 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA7255P | 15.371 ms | 4 - 86 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8295P | 9.371 ms | 4 - 177 MB | NPU
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- | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.381 ms | 0 - 96 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® 8 Elite Gen 5 Mobile | 2.908 ms | 0 - 234 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.42 ms | 16 - 16 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® X Elite | 7.175 ms | 17 - 17 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.199 ms | 14 - 281 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.647 ms | 11 - 15 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS9075 | 7.83 ms | 12 - 15 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.468 ms | 12 - 237 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.441 ms | 0 - 89 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.679 ms | 6 - 6 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.435 ms | 8 - 8 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.661 ms | 8 - 240 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 436.77 ms | 164 - 169 MB | CPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.908 ms | 5 - 11 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 7.164 ms | 6 - 9 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 217.954 ms | 182 - 191 MB | CPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.757 ms | 0 - 83 MB | NPU
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+ | YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 197.306 ms | 165 - 175 MB | CPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.917 ms | 0 - 105 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.155 ms | 0 - 114 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 15.405 ms | 4 - 85 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.331 ms | 4 - 13 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8775P | 6.047 ms | 4 - 90 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 5.859 ms | 4 - 22 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.079 ms | 4 - 208 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA7255P | 15.405 ms | 4 - 85 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8295P | 9.314 ms | 4 - 177 MB | NPU
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+ | YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.366 ms | 0 - 85 MB | NPU
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  ## License
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  * The license for the original implementation of YOLOv11-Segmentation can be found