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Facial-Landmark-Detection

Keypoint Detection
PyTorch
TF Lite
ONNX
backbone
android
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@@ -34,31 +34,31 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.296 ms | 0 - 45 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.359 ms | 1 - 171 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.466 ms | 0 - 2 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.225 ms | 0 - 9 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.27 ms | 0 - 11 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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- | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.382 ms | 0 - 25 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.202 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.241 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.368 ms | 0 - 16 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.301 ms | 0 - 3 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.349 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | TFLITE | 6.491 ms | 0 - 10 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA7255P ADP | SA7255P | QNN | 6.719 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.302 ms | 0 - 114 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.352 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | TFLITE | 0.69 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8295P ADP | SA8295P | QNN | 0.867 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.293 ms | 0 - 202 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.35 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | TFLITE | 0.621 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | SA8775P ADP | SA8775P | QNN | 0.874 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.422 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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- | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.485 ms | 0 - 12 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.434 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.527 ms | 12 - 12 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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@@ -123,7 +123,7 @@ Facial-Landmark-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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- Estimated peak memory usage (MB): [0, 45]
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  Total # Ops : 38
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  Compute Unit(s) : NPU (38 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.304 ms | 0 - 35 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.356 ms | 0 - 35 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.454 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.237 ms | 0 - 12 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.28 ms | 0 - 15 MB | FP16 | NPU | [Facial-Landmark-Detection.so](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.so) |
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+ | Facial-Landmark-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.371 ms | 0 - 25 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.219 ms | 0 - 8 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.262 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.367 ms | 0 - 16 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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+ | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.303 ms | 0 - 56 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.352 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA7255P ADP | SA7255P | TFLITE | 6.475 ms | 0 - 12 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA7255P ADP | SA7255P | QNN | 6.761 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.304 ms | 0 - 46 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.354 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8295P ADP | SA8295P | TFLITE | 0.712 ms | 0 - 7 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8295P ADP | SA8295P | QNN | 0.918 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.304 ms | 0 - 106 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.353 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | SA8775P ADP | SA8775P | TFLITE | 0.617 ms | 0 - 13 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | SA8775P ADP | SA8775P | QNN | 0.836 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.426 ms | 0 - 15 MB | FP16 | NPU | [Facial-Landmark-Detection.tflite](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.tflite) |
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+ | Facial-Landmark-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.483 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.418 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Landmark-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.458 ms | 12 - 12 MB | FP16 | NPU | [Facial-Landmark-Detection.onnx](https://huggingface.co/qualcomm/Facial-Landmark-Detection/blob/main/Facial-Landmark-Detection.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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+ Estimated peak memory usage (MB): [0, 35]
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  Total # Ops : 38
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  Compute Unit(s) : NPU (38 ops)
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  ```