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YOLOv11-Segmentation

Image Segmentation
PyTorch
real_time
android
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@@ -33,22 +33,22 @@ This model is an implementation of YOLOv11-Segmentation found [here](https://git
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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- | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.548 ms | 4 - 24 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 90.377 ms | 94 - 103 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 6.225 ms | 4 - 53 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 78.39 ms | 100 - 127 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.028 ms | 4 - 49 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 88.86 ms | 104 - 118 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.882 ms | 4 - 43 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.527 ms | 4 - 24 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 13.348 ms | 4 - 30 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.571 ms | 4 - 25 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 12.198 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 81.882 ms | 4 - 43 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.499 ms | 4 - 23 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 12.198 ms | 4 - 44 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.136 ms | 4 - 48 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.266 ms | 117 - 117 MB | FP32 | CPU | -- |
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 8.653 ms | 4 - 23 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 115.357 ms | 95 - 104 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 6.283 ms | 0 - 48 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 98.029 ms | 99 - 125 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.026 ms | 3 - 47 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 73.514 ms | 108 - 123 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.898 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.781 ms | 4 - 24 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 13.37 ms | 4 - 30 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.581 ms | 4 - 25 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 12.205 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 81.898 ms | 4 - 45 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.651 ms | 4 - 25 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 12.205 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.372 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.566 ms | 116 - 116 MB | FP32 | CPU | -- |
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