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Facial-Landmark-Detection

Keypoint Detection
PyTorch
backbone
android
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +72 -68
README.md CHANGED
@@ -27,12 +27,12 @@ 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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/facemap_3dmm/releases/v0.46.0/facemap_3dmm-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Facial-Landmark-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/facemap_3dmm)**.
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@@ -61,68 +61,72 @@ See our repository for [Facial-Landmark-Detection on GitHub](https://github.com/
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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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- | Facial-Landmark-Detection | ONNX | float | Snapdragon® X Elite | 0.391 ms | 10 - 10 MB | NPU
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- | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.348 ms | 0 - 99 MB | NPU
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- | Facial-Landmark-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.481 ms | 0 - 18 MB | NPU
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- | Facial-Landmark-Detection | ONNX | float | Qualcomm® QCS9075 | 0.673 ms | 0 - 3 MB | NPU
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- | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.325 ms | 0 - 90 MB | NPU
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- | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.3 ms | 0 - 90 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.246 ms | 5 - 5 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.312 ms | 0 - 105 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 3.018 ms | 0 - 10 MB | CPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.317 ms | 0 - 45 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.449 ms | 0 - 3 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 1.691 ms | 0 - 7 MB | CPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.23 ms | 0 - 90 MB | NPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.263 ms | 0 - 7 MB | CPU
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- | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.207 ms | 0 - 92 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® X Elite | 0.368 ms | 0 - 0 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.224 ms | 0 - 30 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.169 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.305 ms | 0 - 1 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA8775P | 0.495 ms | 0 - 22 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 0.411 ms | 0 - 2 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.55 ms | 0 - 30 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA7255P | 1.169 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA8295P | 0.654 ms | 0 - 17 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.203 ms | 0 - 24 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.193 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.24 ms | 0 - 0 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.14 ms | 0 - 35 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.716 ms | 0 - 2 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.43 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.162 ms | 0 - 1 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.309 ms | 0 - 22 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.222 ms | 2 - 4 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.596 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.241 ms | 0 - 37 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.43 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.441 ms | 0 - 17 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.121 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.22 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.113 ms | 0 - 22 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.224 ms | 0 - 40 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.179 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.273 ms | 0 - 14 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA8775P | 0.513 ms | 0 - 25 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS9075 | 0.379 ms | 0 - 12 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.484 ms | 0 - 41 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA7255P | 1.179 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA8295P | 0.646 ms | 0 - 19 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.194 ms | 0 - 22 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 25 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.142 ms | 0 - 35 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.654 ms | 0 - 7 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.451 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.169 ms | 0 - 2 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.322 ms | 0 - 21 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.224 ms | 0 - 7 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.598 ms | 0 - 23 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.241 ms | 0 - 37 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 0.451 ms | 0 - 20 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.452 ms | 0 - 18 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.121 ms | 0 - 18 MB | NPU
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- | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.221 ms | 0 - 23 MB | NPU
 
 
 
 
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  | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.118 ms | 0 - 22 MB | NPU
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  ## License
 
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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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-onnx-float.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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-qnn_dlc-float.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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-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/facemap_3dmm/releases/v0.47.0/facemap_3dmm-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Facial-Landmark-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/facemap_3dmm)**.
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61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
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+ | Facial-Landmark-Detection | ONNX | float | Snapdragon® X Elite | 0.394 ms | 10 - 10 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.241 ms | 0 - 29 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.32 ms | 0 - 32 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Qualcomm® QCS9075 | 0.436 ms | 0 - 3 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.225 ms | 0 - 24 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.208 ms | 0 - 23 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | float | Snapdragon® X2 Elite | 0.168 ms | 10 - 10 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.237 ms | 5 - 5 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.139 ms | 0 - 38 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 3.099 ms | 1 - 8 MB | CPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.173 ms | 0 - 8 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.247 ms | 0 - 3 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 1.684 ms | 0 - 6 MB | CPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.12 ms | 0 - 20 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.271 ms | 0 - 7 MB | CPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.111 ms | 0 - 23 MB | NPU
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+ | Facial-Landmark-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.077 ms | 5 - 5 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® X Elite | 0.374 ms | 0 - 0 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.223 ms | 0 - 30 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.123 ms | 0 - 21 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.294 ms | 0 - 2 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA8775P | 0.5 ms | 0 - 22 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 0.391 ms | 0 - 2 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.549 ms | 0 - 30 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA7255P | 1.123 ms | 0 - 21 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Qualcomm® SA8295P | 0.688 ms | 0 - 17 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.197 ms | 0 - 20 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.189 ms | 0 - 23 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.246 ms | 0 - 0 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.237 ms | 0 - 0 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.14 ms | 0 - 36 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.708 ms | 0 - 2 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.453 ms | 0 - 20 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.163 ms | 0 - 1 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.323 ms | 0 - 21 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.225 ms | 0 - 2 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.595 ms | 0 - 23 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.238 ms | 0 - 37 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.453 ms | 0 - 20 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.457 ms | 0 - 17 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.113 ms | 0 - 19 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.214 ms | 2 - 25 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.11 ms | 0 - 22 MB | NPU
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+ | Facial-Landmark-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.166 ms | 0 - 0 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.224 ms | 0 - 41 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.156 ms | 0 - 22 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.282 ms | 0 - 2 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA8775P | 0.498 ms | 0 - 24 MB | NPU
112
+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS9075 | 0.382 ms | 0 - 12 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.474 ms | 0 - 41 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA7255P | 1.156 ms | 0 - 22 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | float | Qualcomm® SA8295P | 0.682 ms | 0 - 18 MB | NPU
116
+ | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.195 ms | 0 - 21 MB | NPU
117
+ | Facial-Landmark-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.192 ms | 0 - 24 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.136 ms | 0 - 36 MB | NPU
119
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.59 ms | 0 - 7 MB | NPU
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+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.483 ms | 0 - 20 MB | NPU
121
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.169 ms | 0 - 1 MB | NPU
122
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.335 ms | 0 - 21 MB | NPU
123
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.227 ms | 0 - 7 MB | NPU
124
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.599 ms | 0 - 22 MB | NPU
125
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.239 ms | 0 - 37 MB | NPU
126
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 0.483 ms | 0 - 20 MB | NPU
127
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.485 ms | 0 - 17 MB | NPU
128
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.123 ms | 0 - 18 MB | NPU
129
+ | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.219 ms | 0 - 23 MB | NPU
130
  | Facial-Landmark-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.118 ms | 0 - 22 MB | NPU
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  ## License