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YOLOv11-Segmentation

Image Segmentation
PyTorch
TF Lite
ONNX
real_time
android
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@@ -36,20 +36,20 @@ More details on model performance across various devices, can be found
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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 | 6.702 ms | 4 - 23 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 92.665 ms | 89 - 103 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.834 ms | 0 - 56 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 84.448 ms | 99 - 117 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.654 ms | 0 - 52 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 89.23 ms | 97 - 106 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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- | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 6.597 ms | 4 - 32 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.084 ms | 4 - 53 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 6.665 ms | 6 - 25 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 11.722 ms | 4 - 42 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 6.623 ms | 4 - 30 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 10.013 ms | 4 - 54 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 10.333 ms | 4 - 45 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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- | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.53 ms | 117 - 117 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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@@ -115,7 +115,7 @@ YOLOv11-Segmentation
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 6.7
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- Estimated peak memory usage (MB): [4, 23]
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  Total # Ops : 429
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  Compute Unit(s) : NPU (429 ops)
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  ```
 
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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 | 6.668 ms | 4 - 32 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 105.674 ms | 95 - 109 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 4.885 ms | 0 - 54 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 82.294 ms | 99 - 125 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.706 ms | 3 - 56 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 88.768 ms | 99 - 115 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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+ | YOLOv11-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 6.738 ms | 4 - 31 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | SA7255P ADP | SA7255P | TFLITE | 81.264 ms | 4 - 52 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 6.741 ms | 4 - 23 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | SA8295P ADP | SA8295P | TFLITE | 12.223 ms | 4 - 43 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 6.686 ms | 4 - 23 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | SA8775P ADP | SA8775P | TFLITE | 10.061 ms | 4 - 52 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 10.691 ms | 4 - 43 MB | FP16 | NPU | [YOLOv11-Segmentation.tflite](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.tflite) |
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+ | YOLOv11-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 31.975 ms | 116 - 116 MB | FP32 | CPU | [YOLOv11-Segmentation.onnx](https://huggingface.co/qualcomm/YOLOv11-Segmentation/blob/main/YOLOv11-Segmentation.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 6.7
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+ Estimated peak memory usage (MB): [4, 32]
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  Total # Ops : 429
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  Compute Unit(s) : NPU (429 ops)
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  ```