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MediaPipe-Selfie-Segmentation

Image Segmentation
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v0.39.0

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See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (2) hide show
  1. MediaPipe-Selfie-Segmentation_float.dlc +2 -2
  2. README.md +14 -11
MediaPipe-Selfie-Segmentation_float.dlc CHANGED
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README.md CHANGED
@@ -38,31 +38,34 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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  | MediaPipe-Selfie-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.816 ms | 0 - 16 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.729 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.916 ms | 0 - 30 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.953 ms | 1 - 28 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.696 ms | 0 - 9 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.693 ms | 1 - 9 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.052 ms | 1 - 7 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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  | MediaPipe-Selfie-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.002 ms | 0 - 17 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.996 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.816 ms | 0 - 16 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.729 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.698 ms | 0 - 8 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.7 ms | 1 - 8 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.328 ms | 0 - 23 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.291 ms | 0 - 24 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.697 ms | 0 - 9 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.692 ms | 0 - 8 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.002 ms | 0 - 17 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.996 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.454 ms | 0 - 27 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.453 ms | 1 - 31 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.67 ms | 0 - 29 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.355 ms | 0 - 25 MB | 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 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.353 ms | 1 - 21 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.53 ms | 0 - 23 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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- | MediaPipe-Selfie-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.829 ms | 1 - 1 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
 
 
 
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  | MediaPipe-Selfie-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.999 ms | 2 - 2 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
  | MediaPipe-Selfie-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.816 ms | 0 - 16 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.716 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.916 ms | 0 - 30 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.954 ms | 1 - 32 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.696 ms | 0 - 9 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.693 ms | 1 - 9 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.052 ms | 1 - 7 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
47
  | MediaPipe-Selfie-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.002 ms | 0 - 17 MB | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
48
+ | MediaPipe-Selfie-Segmentation | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.008 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
49
  | MediaPipe-Selfie-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.816 ms | 0 - 16 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.716 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.698 ms | 0 - 8 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.698 ms | 1 - 8 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.328 ms | 0 - 23 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.285 ms | 0 - 24 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.697 ms | 0 - 9 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.693 ms | 0 - 7 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.002 ms | 0 - 17 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.008 ms | 1 - 18 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.454 ms | 0 - 27 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.45 ms | 1 - 27 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.67 ms | 0 - 29 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.355 ms | 0 - 25 MB | 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 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.354 ms | 1 - 22 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.53 ms | 0 - 23 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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+ | MediaPipe-Selfie-Segmentation | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.321 ms | 0 - 19 MB | 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 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.324 ms | 1 - 22 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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+ | MediaPipe-Selfie-Segmentation | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.54 ms | 1 - 19 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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+ | MediaPipe-Selfie-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.831 ms | 0 - 0 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
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  | MediaPipe-Selfie-Segmentation | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.999 ms | 2 - 2 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx.zip) |
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