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MediaPipe-Selfie-Segmentation

Image Segmentation
PyTorch
LiteRT
ONNX
android
Model card Files Community
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@@ -36,35 +36,35 @@ 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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  |---|---|---|---|---|---|---|---|---|
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.696 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.693 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.so](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.so) |
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.974 ms | 1 - 6 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.459 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.461 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.so](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.so) |
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- | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.63 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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- | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.355 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.418 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.528 ms | 1 - 21 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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- | MediaPipe-Selfie-Segmentation | SA7255P ADP | SA7255P | TFLITE | 6.138 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | SA7255P ADP | SA7255P | QNN | 6.059 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.688 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.7 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | SA8295P ADP | SA8295P | TFLITE | 1.3 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | SA8295P ADP | SA8295P | QNN | 1.284 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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  | MediaPipe-Selfie-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.695 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.689 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | SA8775P ADP | SA8775P | TFLITE | 1.192 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | SA8775P ADP | SA8775P | QNN | 1.204 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 6.138 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 6.059 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.696 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.693 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.192 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.204 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.035 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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- | MediaPipe-Selfie-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.988 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.824 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | MediaPipe-Selfie-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.068 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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@@ -129,7 +129,7 @@ MediaPipe-Selfie-Segmentation
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.7
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- Estimated peak memory usage (MB): [0, 7]
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  Total # Ops : 118
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  Compute Unit(s) : NPU (118 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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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.701 ms | 0 - 8 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.683 ms | 1 - 9 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.so](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.so) |
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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.005 ms | 0 - 6 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.46 ms | 0 - 21 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.454 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.so](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.so) |
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+ | MediaPipe-Selfie-Segmentation | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.629 ms | 0 - 23 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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+ | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.434 ms | 0 - 16 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.425 ms | 1 - 20 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.507 ms | 1 - 21 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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+ | MediaPipe-Selfie-Segmentation | SA7255P ADP | SA7255P | TFLITE | 6.169 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | SA7255P ADP | SA7255P | QNN | 6.012 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.694 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.689 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | SA8295P ADP | SA8295P | TFLITE | 1.295 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | SA8295P ADP | SA8295P | QNN | 1.29 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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  | MediaPipe-Selfie-Segmentation | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.695 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.693 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | SA8775P ADP | SA8775P | TFLITE | 1.194 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | SA8775P ADP | SA8775P | QNN | 1.174 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 6.169 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 6.012 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.689 ms | 0 - 7 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.692 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.194 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.174 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.0 ms | 0 - 22 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
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+ | MediaPipe-Selfie-Segmentation | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.998 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.826 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | MediaPipe-Selfie-Segmentation | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.076 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-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) : 0.7
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+ Estimated peak memory usage (MB): [0, 8]
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  Total # Ops : 118
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  Compute Unit(s) : NPU (118 ops)
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  ```