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YOLOv11-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
Community
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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (1) hide show
  1. README.md +20 -20
README.md CHANGED
@@ -33,26 +33,26 @@ This model is an implementation of YOLOv11-Segmentation found [here](https://git
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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- | YOLOv11-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.824 ms | 4 - 44 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.33 ms | 4 - 44 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.589 ms | 4 - 22 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.507 ms | 4 - 45 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.824 ms | 4 - 44 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.517 ms | 6 - 24 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.142 ms | 4 - 31 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.537 ms | 4 - 23 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.507 ms | 4 - 45 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.646 ms | 4 - 23 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 117.089 ms | 84 - 99 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.174 ms | 4 - 54 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 96.033 ms | 98 - 126 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.086 ms | 4 - 47 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 89.042 ms | 68 - 83 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 35.314 ms | 114 - 114 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 162.642 ms | 143 - 149 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 128.362 ms | 156 - 181 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 112.747 ms | 129 - 146 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.715 ms | 258 - 258 MB | CPU | -- |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | YOLOv11-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 20.834 ms | 4 - 44 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.372 ms | 4 - 41 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.485 ms | 4 - 24 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.485 ms | 4 - 44 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.834 ms | 4 - 44 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.453 ms | 4 - 23 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.209 ms | 4 - 30 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.411 ms | 4 - 22 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.485 ms | 4 - 44 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.487 ms | 4 - 23 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 116.27 ms | 98 - 107 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.195 ms | 4 - 50 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 82.809 ms | 99 - 127 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.907 ms | 4 - 48 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 88.977 ms | 68 - 83 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 35.32 ms | 114 - 114 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 135.626 ms | 153 - 159 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 116.692 ms | 164 - 189 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 112.873 ms | 131 - 148 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 56.537 ms | 258 - 258 MB | CPU | -- |
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