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MediaPipe-Selfie-Segmentation

Image Segmentation
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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +98 -99
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,14 +27,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.1/mediapipe_selfie-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Selfie-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_selfie)**.
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@@ -65,98 +65,97 @@ See our repository for [MediaPipe-Selfie-Segmentation on GitHub](https://github.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.37 ms | 0 - 31 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X2 Elite | 0.383 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X Elite | 0.923 ms | 2 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.521 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.779 ms | 1 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS9075 | 0.984 ms | 1 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.414 ms | 0 - 24 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.386 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 0.389 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 0.981 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.556 ms | 0 - 41 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 31.036 ms | 14 - 17 MB | CPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.838 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 0.967 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 11.785 ms | 15 - 22 MB | CPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.449 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.023 ms | 14 - 22 MB | CPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.192 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 0.191 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 0.477 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.253 ms | 0 - 36 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 10.053 ms | 7 - 11 MB | CPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.361 ms | 0 - 5 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 0.516 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 5.955 ms | 5 - 13 MB | CPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.205 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.14 ms | 0 - 8 MB | CPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.316 ms | 1 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 0.487 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 0.822 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.457 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.769 ms | 1 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.694 ms | 1 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 3.873 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 0.843 ms | 1 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.927 ms | 0 - 39 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 1.769 ms | 1 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 1.286 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.36 ms | 1 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.269 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.38 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.755 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.428 ms | 0 - 36 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 1.738 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 1.352 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.605 ms | 0 - 12 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.838 ms | 0 - 29 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.723 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 2.08 ms | 0 - 138 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.758 ms | 0 - 40 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.352 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.096 ms | 0 - 24 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.333 ms | 0 - 27 MB | NPU
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  | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.612 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.135 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.216 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.38 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.182 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.823 ms | 2 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.667 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.27 ms | 0 - 7 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.445 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.35 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.852 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.34 ms | 0 - 34 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.667 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.632 ms | 0 - 21 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.147 ms | 0 - 22 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.263 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.317 ms | 0 - 29 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.459 ms | 0 - 35 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.818 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.69 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8775P | 1.028 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 0.849 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.944 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA7255P | 1.818 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8295P | 1.317 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.364 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.138 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.184 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.688 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.708 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.27 ms | 0 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 0.467 ms | 0 - 24 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.365 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.836 ms | 0 - 21 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.352 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 0.708 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 0.614 ms | 0 - 21 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.145 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.266 ms | 0 - 21 MB | NPU
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  ## License
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  * The license for the original implementation of MediaPipe-Selfie-Segmentation can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Selfie-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_selfie)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
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+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.369 ms | 0 - 30 MB | NPU
69
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X2 Elite | 0.382 ms | 0 - 0 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X Elite | 0.917 ms | 2 - 2 MB | NPU
71
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.517 ms | 0 - 37 MB | NPU
72
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.79 ms | 1 - 3 MB | NPU
73
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS9075 | 0.985 ms | 1 - 4 MB | NPU
74
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.411 ms | 0 - 24 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.384 ms | 0 - 37 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 0.394 ms | 0 - 0 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 0.987 ms | 1 - 1 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.552 ms | 0 - 40 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS6490 | 27.206 ms | 16 - 18 MB | CPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.835 ms | 0 - 3 MB | NPU
81
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS9075 | 0.968 ms | 0 - 3 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCM6690 | 11.749 ms | 15 - 22 MB | CPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.447 ms | 0 - 30 MB | NPU
84
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.941 ms | 14 - 22 MB | CPU
85
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 30 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 0.183 ms | 0 - 0 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 0.48 ms | 1 - 1 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.258 ms | 0 - 37 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS6490 | 12.614 ms | 8 - 11 MB | CPU
90
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.36 ms | 0 - 3 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS9075 | 0.513 ms | 0 - 3 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCM6690 | 5.898 ms | 5 - 12 MB | CPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.206 ms | 0 - 25 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.137 ms | 0 - 9 MB | CPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.315 ms | 0 - 30 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 0.45 ms | 1 - 1 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 0.821 ms | 1 - 1 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.457 ms | 0 - 36 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.787 ms | 1 - 26 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.686 ms | 1 - 18 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 0.997 ms | 0 - 27 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS9075 | 0.841 ms | 1 - 3 MB | NPU
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+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.94 ms | 0 - 39 MB | NPU
104
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 1.787 ms | 1 - 26 MB | NPU
105
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 1.289 ms | 0 - 25 MB | NPU
106
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.358 ms | 0 - 26 MB | NPU
107
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.269 ms | 0 - 31 MB | NPU
108
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.381 ms | 0 - 0 MB | NPU
109
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.765 ms | 0 - 0 MB | NPU
110
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.423 ms | 0 - 37 MB | NPU
111
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 1.829 ms | 0 - 3 MB | NPU
112
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 1.336 ms | 0 - 27 MB | NPU
113
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.603 ms | 0 - 2 MB | NPU
114
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.833 ms | 0 - 29 MB | NPU
115
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.727 ms | 0 - 2 MB | NPU
116
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 2.085 ms | 0 - 138 MB | NPU
117
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.766 ms | 0 - 39 MB | NPU
118
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.336 ms | 0 - 27 MB | NPU
119
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.107 ms | 0 - 24 MB | NPU
120
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.331 ms | 0 - 31 MB | NPU
121
  | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.612 ms | 0 - 26 MB | NPU
122
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.134 ms | 0 - 25 MB | NPU
123
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.236 ms | 0 - 0 MB | NPU
124
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.18 ms | 0 - 32 MB | NPU
125
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.867 ms | 0 - 2 MB | NPU
126
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.683 ms | 0 - 24 MB | NPU
127
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.266 ms | 0 - 2 MB | NPU
128
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.45 ms | 0 - 25 MB | NPU
129
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.39 ms | 2 - 4 MB | NPU
130
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.85 ms | 0 - 23 MB | NPU
131
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.339 ms | 0 - 34 MB | NPU
132
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.683 ms | 0 - 24 MB | NPU
133
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.641 ms | 0 - 21 MB | NPU
134
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.146 ms | 0 - 22 MB | NPU
135
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.262 ms | 0 - 23 MB | NPU
136
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.318 ms | 0 - 30 MB | NPU
137
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.46 ms | 0 - 35 MB | NPU
138
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.805 ms | 0 - 25 MB | NPU
139
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.704 ms | 0 - 29 MB | NPU
140
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8775P | 1.004 ms | 0 - 27 MB | NPU
141
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS9075 | 0.848 ms | 0 - 3 MB | NPU
142
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.945 ms | 0 - 38 MB | NPU
143
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA7255P | 1.805 ms | 0 - 25 MB | NPU
144
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8295P | 1.312 ms | 0 - 25 MB | NPU
145
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.365 ms | 0 - 25 MB | NPU
146
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.141 ms | 0 - 25 MB | NPU
147
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.186 ms | 0 - 31 MB | NPU
148
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.82 ms | 0 - 3 MB | NPU
149
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.716 ms | 0 - 23 MB | NPU
150
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.269 ms | 0 - 2 MB | NPU
151
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 0.468 ms | 0 - 24 MB | NPU
152
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.372 ms | 0 - 2 MB | NPU
153
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.854 ms | 0 - 21 MB | NPU
154
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.353 ms | 0 - 33 MB | NPU
155
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 0.716 ms | 0 - 23 MB | NPU
156
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 0.638 ms | 0 - 20 MB | NPU
157
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.15 ms | 0 - 22 MB | NPU
158
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.262 ms | 0 - 21 MB | NPU
 
159
 
160
  ## License
161
  * The license for the original implementation of MediaPipe-Selfie-Segmentation can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
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1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-w8a16.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.50.2/mediapipe_selfie-tflite-w8a8.zip"}}}}}