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YOLOv11-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
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Community
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v0.31.0

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See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

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  1. README.md +31 -20
README.md CHANGED
@@ -33,26 +33,37 @@ 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 | 20.923 ms | 4 - 66 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.53 ms | 4 - 44 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.506 ms | 4 - 29 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.583 ms | 4 - 65 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.923 ms | 4 - 66 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.538 ms | 4 - 28 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.802 ms | 4 - 34 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.546 ms | 4 - 31 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.583 ms | 4 - 65 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.708 ms | 4 - 28 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 116.868 ms | 77 - 91 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.285 ms | 4 - 76 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 94.653 ms | 99 - 126 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.842 ms | 4 - 65 MB | NPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 89.271 ms | 106 - 121 MB | CPU | -- |
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- | YOLOv11-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 29.033 ms | 117 - 117 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 132.022 ms | 158 - 165 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 115.505 ms | 164 - 191 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 97.764 ms | 162 - 179 MB | CPU | -- |
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- | YOLOv11-Segmentation | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 58.236 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 | 20.984 ms | 4 - 66 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 16.17 ms | 1 - 114 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 12.435 ms | 4 - 45 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.577 ms | 4 - 30 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.781 ms | 5 - 33 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 10.54 ms | 4 - 65 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 6.419 ms | 0 - 113 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 20.984 ms | 4 - 66 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 16.17 ms | 1 - 114 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.72 ms | 4 - 28 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.742 ms | 5 - 25 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.774 ms | 4 - 33 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.675 ms | 4 - 30 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.761 ms | 5 - 28 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 10.54 ms | 4 - 65 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.419 ms | 0 - 113 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 8.599 ms | 4 - 30 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.759 ms | 5 - 21 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 91.355 ms | 95 - 105 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 6.191 ms | 4 - 75 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.467 ms | 5 - 195 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 86.731 ms | 98 - 126 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.867 ms | 3 - 64 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.63 ms | 5 - 128 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 89.273 ms | 100 - 114 MB | CPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.408 ms | 5 - 5 MB | NPU | -- |
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+ | YOLOv11-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.81 ms | 117 - 117 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 147.254 ms | 167 - 173 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 110.463 ms | 163 - 187 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 113.851 ms | 166 - 183 MB | CPU | -- |
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+ | YOLOv11-Segmentation | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 60.839 ms | 258 - 258 MB | CPU | -- |
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