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YOLOv11-Detection

Object Detection
PyTorch
real_time
android
Model card Files Community
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@@ -32,34 +32,35 @@ This model is an implementation of YOLOv11-Detection found [here](https://github
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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-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.538 ms | 0 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.354 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.001 ms | 5 - 32 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.43 ms | 0 - 48 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.051 ms | 5 - 26 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.687 ms | 5 - 62 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.203 ms | 0 - 42 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.26 ms | 5 - 47 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.23 ms | 5 - 52 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA7255P ADP | SA7255P | TFLITE | 60.993 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA7255P ADP | SA7255P | QNN | 56.875 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.583 ms | 0 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.354 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8295P ADP | SA8295P | TFLITE | 11.969 ms | 0 - 26 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8295P ADP | SA8295P | QNN | 8.391 ms | 0 - 14 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.589 ms | 0 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.407 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8775P ADP | SA8775P | TFLITE | 10.563 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | SA8775P ADP | SA8775P | QNN | 6.712 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 60.993 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 56.875 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.532 ms | 0 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.359 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.563 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.712 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 10.624 ms | 0 - 34 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.848 ms | 5 - 5 MB | FP16 | NPU | -- |
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- | YOLOv11-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.622 ms | 5 - 5 MB | FP16 | NPU | -- |
 
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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-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.555 ms | 0 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.363 ms | 6 - 8 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.732 ms | 5 - 31 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.426 ms | 0 - 50 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.005 ms | 5 - 24 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.426 ms | 7 - 65 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.196 ms | 0 - 42 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.672 ms | 5 - 48 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.604 ms | 5 - 51 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA7255P ADP | SA7255P | TFLITE | 61.033 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA7255P ADP | SA7255P | QNN | 56.864 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.62 ms | 0 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.483 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8295P ADP | SA8295P | TFLITE | 12.013 ms | 0 - 26 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8295P ADP | SA8295P | QNN | 8.385 ms | 0 - 18 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.756 ms | 0 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.362 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8775P ADP | SA8775P | TFLITE | 10.569 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | SA8775P ADP | SA8775P | QNN | 6.692 ms | 0 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 61.033 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 56.864 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.631 ms | 0 - 11 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.348 ms | 2 - 4 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.569 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 6.692 ms | 0 - 10 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.133 ms | 0 - 40 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.024 ms | 5 - 39 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.775 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | YOLOv11-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.525 ms | 5 - 5 MB | FP16 | NPU | -- |
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