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YOLO26-Segmentation

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

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  1. README.md +68 -65
README.md CHANGED
@@ -44,71 +44,74 @@ See our repository for [YOLO26-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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- | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.439 ms | 0 - 174 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 5.312 ms | 11 - 194 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.772 ms | 16 - 16 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® X Elite | 7.279 ms | 17 - 17 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® X Elite | 7.279 ms | 17 - 17 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.824 ms | 15 - 218 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.839 ms | 11 - 21 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.312 ms | 11 - 194 MB | NPU
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- | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS9075 | 14.148 ms | 11 - 14 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.537 ms | 0 - 94 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.872 ms | 1 - 95 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.735 ms | 6 - 6 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.767 ms | 7 - 7 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.767 ms | 7 - 7 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.762 ms | 8 - 248 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 432.327 ms | 171 - 176 MB | CPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 6.167 ms | 6 - 12 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.872 ms | 1 - 95 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 193.877 ms | 104 - 115 MB | CPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 217.45 ms | 173 - 183 MB | CPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 7.394 ms | 8 - 11 MB | NPU
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- | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 193.877 ms | 104 - 115 MB | CPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.403 ms | 5 - 169 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.177 ms | 5 - 168 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 3.274 ms | 5 - 5 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 5.673 ms | 5 - 5 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 5.673 ms | 5 - 5 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.775 ms | 5 - 186 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.192 ms | 5 - 6 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.87 ms | 0 - 160 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.87 ms | 0 - 160 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.87 ms | 0 - 160 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.686 ms | 1 - 159 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.938 ms | 2 - 205 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 10.951 ms | 0 - 175 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.177 ms | 5 - 168 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 7.509 ms | 5 - 15 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.266 ms | 2 - 194 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.573 ms | 2 - 189 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.716 ms | 2 - 2 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.672 ms | 2 - 2 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.672 ms | 2 - 2 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.548 ms | 2 - 213 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.159 ms | 2 - 121 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.955 ms | 0 - 187 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.955 ms | 0 - 187 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.955 ms | 0 - 187 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.524 ms | 1 - 187 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.573 ms | 2 - 189 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.512 ms | 2 - 190 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 23.885 ms | 2 - 190 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.056 ms | 0 - 6 MB | NPU
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- | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.512 ms | 2 - 190 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.62 ms | 0 - 168 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.186 ms | 0 - 161 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.124 ms | 3 - 193 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.477 ms | 4 - 14 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8775P | 7.042 ms | 4 - 170 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8775P | 7.042 ms | 4 - 170 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8775P | 7.042 ms | 4 - 170 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA7255P | 17.296 ms | 4 - 165 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.486 ms | 2 - 210 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8295P | 11.413 ms | 4 - 181 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.186 ms | 0 - 161 MB | NPU
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- | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 7.903 ms | 4 - 23 MB | NPU
 
 
 
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  ## License
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  * The license for the original implementation of YOLO26-Segmentation can be found
 
44
  ## Performance Summary
45
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
46
  |---|---|---|---|---|---|---
47
+ | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.446 ms | 0 - 175 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.787 ms | 208 - 208 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Snapdragon® X Elite | 6.913 ms | 144 - 144 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.781 ms | 17 - 222 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 6.876 ms | 12 - 56 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.305 ms | 13 - 195 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS9075 | 14.153 ms | 15 - 60 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS8750 | 5.305 ms | 13 - 195 MB | NPU
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+ | YOLO26-Segmentation | ONNX | float | Qualcomm® QCS7181 | 6.913 ms | 144 - 144 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.567 ms | 0 - 98 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.765 ms | 210 - 210 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.418 ms | 147 - 147 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.852 ms | 0 - 244 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 439.546 ms | 171 - 176 MB | CPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 6.147 ms | 5 - 71 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 216.564 ms | 171 - 183 MB | CPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 195.356 ms | 104 - 115 MB | CPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.898 ms | 2 - 97 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 7.446 ms | 6 - 53 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS7790 | 195.356 ms | 104 - 115 MB | CPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS8750 | 2.898 ms | 2 - 97 MB | NPU
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+ | YOLO26-Segmentation | ONNX | w8a16 | Qualcomm® QCS7181 | 6.418 ms | 147 - 147 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.4 ms | 5 - 169 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 3.221 ms | 5 - 5 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 5.656 ms | 5 - 5 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.788 ms | 0 - 186 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 | 16.663 ms | 1 - 158 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.196 ms | 5 - 18 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.835 ms | 0 - 160 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 6.835 ms | 0 - 160 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 6.835 ms | 0 - 160 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.943 ms | 2 - 205 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.663 ms | 1 - 158 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 10.97 ms | 0 - 175 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.19 ms | 5 - 169 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 7.534 ms | 5 - 15 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS8750 | 3.19 ms | 5 - 169 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | float | Qualcomm® QCS7181 | 5.656 ms | 5 - 5 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.264 ms | 2 - 195 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.73 ms | 2 - 2 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.604 ms | 2 - 2 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.522 ms | 2 - 215 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 9.525 ms | 2 - 187 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.172 ms | 2 - 4 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.941 ms | 0 - 188 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.941 ms | 0 - 188 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.941 ms | 0 - 188 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 25.481 ms | 2 - 190 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.525 ms | 2 - 187 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.467 ms | 2 - 190 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.551 ms | 2 - 193 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.068 ms | 0 - 6 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 5.467 ms | 2 - 190 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.551 ms | 2 - 193 MB | NPU
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+ | YOLO26-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 5.604 ms | 2 - 2 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.647 ms | 0 - 168 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.105 ms | 4 - 192 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8275 | 17.335 ms | 4 - 165 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.469 ms | 4 - 14 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8775P | 7.047 ms | 4 - 170 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8650P | 7.047 ms | 4 - 170 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8255P | 7.047 ms | 4 - 170 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.489 ms | 4 - 212 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA7255P | 17.335 ms | 4 - 165 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® SA8295P | 11.423 ms | 4 - 181 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.186 ms | 0 - 169 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 7.892 ms | 3 - 21 MB | NPU
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+ | YOLO26-Segmentation | TFLITE | float | Qualcomm® QCS8750 | 3.186 ms | 0 - 169 MB | NPU
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  ## License
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  * The license for the original implementation of YOLO26-Segmentation can be found