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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 | 6.633 ms | 4 - 30 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 104.404 ms | 95 - 108 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.766 ms | 0 - 53 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 86.584 ms | 97 - 120 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.908 ms | 0 - 54 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 88.869 ms | 98 - 114 MB | FP32 | CPU | -- |
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- | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.11 ms | 4 - 50 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 6.575 ms | 4 - 22 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 11.829 ms | 4 - 38 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 6.586 ms | 4 - 31 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 9.978 ms | 4 - 51 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 81.11 ms | 4 - 50 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 6.612 ms | 4 - 31 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 9.978 ms | 4 - 51 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 10.242 ms | 4 - 43 MB | FP16 | NPU | -- |
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- | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.289 ms | 116 - 116 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 | 8.602 ms | 4 - 24 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 99.44 ms | 94 - 108 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 6.262 ms | 4 - 48 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 87.272 ms | 100 - 127 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.828 ms | 4 - 50 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 88.998 ms | 98 - 114 MB | FP32 | CPU | -- |
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+ | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.857 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 8.675 ms | 4 - 25 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 13.354 ms | 4 - 31 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 8.568 ms | 4 - 24 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 12.196 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 81.857 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 8.551 ms | 4 - 25 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 12.196 ms | 4 - 44 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.413 ms | 4 - 42 MB | FP16 | NPU | -- |
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+ | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.736 ms | 116 - 116 MB | FP32 | CPU | -- |
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