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MediaPipe-Selfie-Segmentation

Image Segmentation
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

Files changed (2) hide show
  1. README.md +143 -131
  2. release_assets.json +9 -9
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
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  Light-weight model that segments a person from the background in square or landscape selfie and video conference imagery.
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  This is based on the implementation of MediaPipe-Selfie-Segmentation found [here](https://github.com/google/mediapipe/tree/master/mediapipe/modules/selfie_segmentation).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/mediapipe_selfie) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -27,170 +27,182 @@ 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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/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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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/mediapipe_selfie) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [MediaPipe-Selfie-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/mediapipe_selfie) for usage instructions.
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  ## Model Details
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  **Model Type:** Model_use_case.semantic_segmentation
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  **Model Stats:**
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- - Model checkpoint: Square
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- - Input resolution (Square): 256x256
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  - Input resolution (Landscape): 144x256
 
 
 
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  - Number of output classes: 6
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  - Number of parameters: 106K
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- - Model size (float): 447 KB
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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® X2 Elite | 0.379 ms | 2 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X Elite | 0.801 ms | 2 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.516 ms | 0 - 38 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.094 ms | 1 - 44 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.788 ms | 1 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS8450 | 1.094 ms | 1 - 44 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.974 ms | 1 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.801 ms | 2 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.408 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 0.408 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.376 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 0.411 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 0.851 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.542 ms | 0 - 43 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.039 ms | 0 - 46 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.798 ms | 1 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.827 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS8450 | 1.039 ms | 0 - 46 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.962 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.851 ms | 1 - 1 MB | NPU
 
 
 
 
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  | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.445 ms | 0 - 33 MB | NPU
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  | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.445 ms | 0 - 33 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.387 ms | 0 - 34 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 0.178 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 0.356 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.248 ms | 0 - 40 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.452 ms | 0 - 44 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.017 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.364 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS8450 | 0.452 ms | 0 - 44 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.537 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.356 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.203 ms | 0 - 33 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.203 ms | 0 - 33 MB | NPU
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- | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.193 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 0.453 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 0.8 ms | 1 - 1 MB | NPU
 
 
 
 
 
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  | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.455 ms | 0 - 36 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.931 ms | 0 - 38 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 1.778 ms | 1 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.68 ms | 1 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 0.966 ms | 1 - 28 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 0.966 ms | 1 - 28 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 0.966 ms | 1 - 28 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 | 0.931 ms | 0 - 38 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.843 ms | 3 - 5 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.8 ms | 1 - 1 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.359 ms | 1 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 1.778 ms | 1 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 1.297 ms | 0 - 24 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.359 ms | 1 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 ms | 1 - 28 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 | 0.728 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.425 ms | 0 - 35 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.76 ms | 0 - 42 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.557 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 1.333 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.604 ms | 1 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.816 ms | 0 - 29 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.816 ms | 0 - 29 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.816 ms | 0 - 29 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.76 ms | 0 - 42 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.734 ms | 2 - 5 MB | NPU
 
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  | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.728 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2.072 ms | 0 - 139 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.61 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.328 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.333 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.068 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.328 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.266 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.61 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.24 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.364 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.184 ms | 0 - 32 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.336 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.787 ms | 2 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.678 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.259 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.433 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.433 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.433 ms | 0 - 26 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.336 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.347 ms | 2 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.364 ms | 0 - 0 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.85 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.251 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.146 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.678 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.608 ms | 0 - 22 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.146 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.135 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.251 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.459 ms | 0 - 36 MB | NPU
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  | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.938 ms | 0 - 43 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 1.79 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.691 ms | 0 - 34 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8775P | 0.985 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8650P | 0.985 ms | 0 - 27 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8255P | 0.985 ms | 0 - 27 MB | NPU
 
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  | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8450 | 0.938 ms | 0 - 43 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.058 ms | 0 - 4 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.366 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA7255P | 1.79 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8295P | 1.273 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.366 ms | 0 - 30 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.331 ms | 0 - 28 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.186 ms | 0 - 31 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.348 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.74 ms | 0 - 3 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.719 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.261 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 0.459 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8650P | 0.459 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8255P | 0.459 ms | 0 - 25 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.348 ms | 0 - 37 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.383 ms | 0 - 2 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.842 ms | 0 - 21 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.257 ms | 0 - 22 MB | NPU
 
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  | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.151 ms | 0 - 22 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 0.719 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 0.637 ms | 0 - 21 MB | NPU
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  | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.151 ms | 0 - 22 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.142 ms | 0 - 23 MB | NPU
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- | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.257 ms | 0 - 22 MB | NPU
194
 
195
  ## License
196
  * The license for the original implementation of MediaPipe-Selfie-Segmentation can be found
 
14
  Light-weight model that segments a person from the background in square or landscape selfie and video conference imagery.
15
 
16
  This is based on the implementation of MediaPipe-Selfie-Segmentation found [here](https://github.com/google/mediapipe/tree/master/mediapipe/modules/selfie_segmentation).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mediapipe_selfie) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-w8a16.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-w8a16.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[MediaPipe-Selfie-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_selfie)**.
40
 
41
 
42
  ### Option 2: Export with Custom Configurations
43
 
44
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mediapipe_selfie) Python library to compile and export the model with your own:
45
  - Custom weights (e.g., fine-tuned checkpoints)
46
  - Custom input shapes
47
  - Target device and runtime configurations
48
 
49
  This option is ideal if you need to customize the model beyond the default configuration provided here.
50
 
51
+ See our repository for [MediaPipe-Selfie-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/mediapipe_selfie) for usage instructions.
52
 
53
  ## Model Details
54
 
55
  **Model Type:** Model_use_case.semantic_segmentation
56
 
57
  **Model Stats:**
 
 
58
  - Input resolution (Landscape): 144x256
59
+ - Input resolution (Square): 256x256
60
+ - Model checkpoint: Square
61
+ - Model size (float): 447 KB
62
  - Number of output classes: 6
63
  - Number of parameters: 106K
 
64
 
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X2 Elite | 0.378 ms | 2 - 2 MB | NPU
69
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® X Elite | 0.792 ms | 2 - 2 MB | NPU
70
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.531 ms | 0 - 38 MB | NPU
71
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.092 ms | 1 - 44 MB | NPU
72
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 0.953 ms | 1 - 5 MB | NPU
73
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.784 ms | 0 - 3 MB | NPU
74
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® QCS8450 | 1.092 ms | 1 - 44 MB | NPU
75
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 0.984 ms | 1 - 4 MB | NPU
76
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.792 ms | 2 - 2 MB | NPU
77
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.41 ms | 0 - 27 MB | NPU
78
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 0.41 ms | 0 - 27 MB | NPU
79
+ | MediaPipe-Selfie-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 0 - 27 MB | NPU
80
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 0.388 ms | 1 - 1 MB | NPU
81
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 0.86 ms | 1 - 1 MB | NPU
82
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.55 ms | 0 - 42 MB | NPU
83
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.031 ms | 0 - 47 MB | NPU
84
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.79 ms | 1 - 3 MB | NPU
85
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.832 ms | 0 - 4 MB | NPU
86
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.831 ms | 0 - 71 MB | NPU
87
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® QCS8450 | 1.031 ms | 0 - 47 MB | NPU
88
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.964 ms | 0 - 3 MB | NPU
89
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.86 ms | 1 - 1 MB | NPU
90
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2.405 ms | 0 - 144 MB | NPU
91
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.682 ms | 0 - 33 MB | NPU
92
  | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.445 ms | 0 - 33 MB | NPU
93
  | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.445 ms | 0 - 33 MB | NPU
94
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.384 ms | 0 - 34 MB | NPU
95
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.682 ms | 0 - 33 MB | NPU
96
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X2 Elite | 0.179 ms | 1 - 1 MB | NPU
97
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® X Elite | 0.355 ms | 1 - 1 MB | NPU
98
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.252 ms | 0 - 40 MB | NPU
99
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.458 ms | 0 - 42 MB | NPU
100
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.966 ms | 0 - 3 MB | NPU
101
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.462 ms | 0 - 4 MB | NPU
102
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.364 ms | 0 - 3 MB | NPU
103
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® QCS8450 | 0.458 ms | 0 - 42 MB | NPU
104
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.486 ms | 0 - 3 MB | NPU
105
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.355 ms | 1 - 1 MB | NPU
106
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.967 ms | 0 - 28 MB | NPU
107
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.356 ms | 0 - 28 MB | NPU
108
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.2 ms | 0 - 33 MB | NPU
109
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.2 ms | 0 - 33 MB | NPU
110
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.194 ms | 0 - 29 MB | NPU
111
+ | MediaPipe-Selfie-Segmentation | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.356 ms | 0 - 28 MB | NPU
112
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 0.426 ms | 1 - 1 MB | NPU
113
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 0.806 ms | 1 - 1 MB | NPU
114
  | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.455 ms | 0 - 36 MB | NPU
115
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 0.928 ms | 0 - 42 MB | NPU
116
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.777 ms | 1 - 4 MB | NPU
117
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.796 ms | 0 - 25 MB | NPU
118
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.682 ms | 1 - 32 MB | NPU
119
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 0.959 ms | 0 - 28 MB | NPU
120
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 0.959 ms | 0 - 28 MB | NPU
121
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 0.959 ms | 0 - 28 MB | NPU
122
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 | 0.928 ms | 0 - 42 MB | NPU
123
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.069 ms | 1 - 3 MB | NPU
124
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.806 ms | 1 - 1 MB | NPU
125
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.377 ms | 1 - 26 MB | NPU
126
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 1.796 ms | 0 - 25 MB | NPU
127
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 1.262 ms | 0 - 25 MB | NPU
128
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.377 ms | 1 - 26 MB | NPU
129
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.323 ms | 1 - 29 MB | NPU
130
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.42 ms | 0 - 0 MB | NPU
131
  | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.728 ms | 0 - 0 MB | NPU
132
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.421 ms | 0 - 35 MB | NPU
133
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.763 ms | 0 - 41 MB | NPU
134
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 2.544 ms | 0 - 3 MB | NPU
135
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 0.658 ms | 0 - 3 MB | NPU
136
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.334 ms | 0 - 26 MB | NPU
137
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.609 ms | 0 - 12 MB | NPU
138
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.815 ms | 0 - 29 MB | NPU
139
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8650P | 0.815 ms | 0 - 29 MB | NPU
140
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8255P | 0.815 ms | 0 - 29 MB | NPU
141
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.763 ms | 0 - 41 MB | NPU
142
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 0.737 ms | 0 - 3 MB | NPU
143
  | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 0.728 ms | 0 - 0 MB | NPU
144
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2.062 ms | 0 - 138 MB | NPU
145
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 0.609 ms | 0 - 26 MB | NPU
146
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.329 ms | 0 - 27 MB | NPU
147
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.334 ms | 0 - 26 MB | NPU
148
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.329 ms | 0 - 27 MB | NPU
149
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.265 ms | 0 - 30 MB | NPU
150
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.609 ms | 0 - 26 MB | NPU
151
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.217 ms | 0 - 0 MB | NPU
152
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.348 ms | 0 - 0 MB | NPU
153
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.184 ms | 0 - 31 MB | NPU
154
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.331 ms | 0 - 38 MB | NPU
155
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.85 ms | 0 - 2 MB | NPU
156
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.303 ms | 0 - 3 MB | NPU
157
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.667 ms | 0 - 24 MB | NPU
158
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.263 ms | 0 - 6 MB | NPU
159
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.438 ms | 0 - 26 MB | NPU
160
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.438 ms | 0 - 26 MB | NPU
161
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.438 ms | 0 - 26 MB | NPU
162
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.331 ms | 0 - 38 MB | NPU
163
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.353 ms | 0 - 2 MB | NPU
164
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.348 ms | 0 - 0 MB | NPU
165
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.833 ms | 0 - 23 MB | NPU
166
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.252 ms | 0 - 23 MB | NPU
167
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.142 ms | 0 - 27 MB | NPU
168
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.667 ms | 0 - 24 MB | NPU
169
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.142 ms | 0 - 27 MB | NPU
170
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.141 ms | 0 - 23 MB | NPU
171
+ | MediaPipe-Selfie-Segmentation | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.252 ms | 0 - 23 MB | NPU
172
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.457 ms | 0 - 36 MB | NPU
 
173
  | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 0.938 ms | 0 - 43 MB | NPU
174
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 0.79 ms | 0 - 4 MB | NPU
175
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.8 ms | 0 - 25 MB | NPU
176
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.691 ms | 0 - 33 MB | NPU
177
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8775P | 0.981 ms | 0 - 28 MB | NPU
178
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8650P | 0.981 ms | 0 - 28 MB | NPU
179
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8255P | 0.981 ms | 0 - 28 MB | NPU
180
  | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® QCS8450 | 0.938 ms | 0 - 43 MB | NPU
181
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 0.855 ms | 0 - 4 MB | NPU
182
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.365 ms | 0 - 25 MB | NPU
183
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA7255P | 1.8 ms | 0 - 25 MB | NPU
184
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Qualcomm® SA8295P | 1.295 ms | 0 - 25 MB | NPU
185
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.365 ms | 0 - 25 MB | NPU
186
+ | MediaPipe-Selfie-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.331 ms | 0 - 32 MB | NPU
187
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.185 ms | 0 - 30 MB | NPU
188
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.344 ms | 0 - 37 MB | NPU
189
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 0.85 ms | 0 - 3 MB | NPU
190
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.346 ms | 0 - 3 MB | NPU
191
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.721 ms | 0 - 23 MB | NPU
192
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.26 ms | 0 - 3 MB | NPU
193
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8775P | 0.457 ms | 0 - 26 MB | NPU
194
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8650P | 0.457 ms | 0 - 26 MB | NPU
195
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8255P | 0.457 ms | 0 - 26 MB | NPU
196
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.344 ms | 0 - 37 MB | NPU
197
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.371 ms | 0 - 2 MB | NPU
198
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 0.845 ms | 0 - 22 MB | NPU
199
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.259 ms | 0 - 21 MB | NPU
200
  | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.151 ms | 0 - 22 MB | NPU
201
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA7255P | 0.721 ms | 0 - 23 MB | NPU
202
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Qualcomm® SA8295P | 0.619 ms | 0 - 22 MB | NPU
203
  | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.151 ms | 0 - 22 MB | NPU
204
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.142 ms | 0 - 22 MB | NPU
205
+ | MediaPipe-Selfie-Segmentation | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.259 ms | 0 - 21 MB | NPU
206
 
207
  ## License
208
  * The license for the original implementation of MediaPipe-Selfie-Segmentation can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -48,19 +48,19 @@
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.59.0/mediapipe_selfie-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_selfie/releases/v0.60.0/mediapipe_selfie-tflite-w8a8.zip"
64
  }
65
  }
66
  }