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MediaPipe-Selfie-Segmentation

Image Segmentation
PyTorch
LiteRT
android
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (7) hide show
  1. MediaPipe-Selfie-Segmentation.dlc +2 -2
  2. MediaPipe-Selfie-Segmentation.onnx.zip +1 -1
  3. README.md +29 -29
  4. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Selfie-Segmentation.bin +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Selfie-Segmentation.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  7. sdk_versions.yml +3 -3
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README.md CHANGED
@@ -37,35 +37,35 @@ 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
39
  |---|---|---|---|---|---|---|---|---|
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- | MediaPipe-Selfie-Segmentation | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.812 ms | 0 - 13 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 | 1.724 ms | 1 - 14 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 | 0.92 ms | 0 - 28 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 | 0.98 ms | 1 - 30 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 | 0.689 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 | 0.691 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.988 ms | 0 - 14 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 | 0.972 ms | 1 - 16 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 | 1.812 ms | 0 - 13 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 | 1.724 ms | 1 - 14 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 | 0.695 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 | SA8255 (Proxy) | Qualcomm® SA8255P (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 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.316 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.266 ms | 0 - 20 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 | 0.694 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 | 0.69 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.988 ms | 0 - 14 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 | 0.972 ms | 1 - 16 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.69 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.685 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.974 ms | 0 - 7 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.453 ms | 0 - 26 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 | 0.454 ms | 0 - 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.632 ms | 0 - 30 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.357 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.433 ms | 0 - 19 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.651 ms | 1 - 20 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.838 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 | 1.083 ms | 2 - 2 MB | NPU | [MediaPipe-Selfie-Segmentation.onnx](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.onnx) |
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38
  | 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 | 1.82 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 | 1.756 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 | 0.915 ms | 0 - 32 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 | 0.952 ms | 1 - 35 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 | 0.699 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.683 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.017 ms | 0 - 16 MB | NPU | [MediaPipe-Selfie-Segmentation.tflite](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.tflite) |
47
+ | MediaPipe-Selfie-Segmentation | float | QCS9075 (Proxy) | Qualcomm�� QCS9075 (Proxy) | QNN_DLC | 0.981 ms | 1 - 19 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
48
+ | MediaPipe-Selfie-Segmentation | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.82 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 | 1.756 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 | 0.696 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 | 0.695 ms | 1 - 9 MB | NPU | [MediaPipe-Selfie-Segmentation.dlc](https://huggingface.co/qualcomm/MediaPipe-Selfie-Segmentation/blob/main/MediaPipe-Selfie-Segmentation.dlc) |
52
+ | MediaPipe-Selfie-Segmentation | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.282 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.279 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.694 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.693 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.017 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.981 ms | 1 - 19 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 S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.695 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.691 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.98 ms | 0 - 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.456 ms | 0 - 31 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 | 0 - 30 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 | 0.634 ms | 0 - 28 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 QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.353 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.433 ms | 0 - 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 QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.621 ms | 0 - 18 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 | 0.855 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 | 1.078 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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