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Lightweight-Face-Detection

Object Detection
PyTorch
TF Lite
ONNX
real_time
android
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@@ -36,29 +36,29 @@ 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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- | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.019 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.093 ms | 1 - 5 MB | FP16 | NPU | [Lightweight-Face-Detection.so](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.so) |
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- | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.217 ms | 1 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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  | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.682 ms | 0 - 32 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.734 ms | 0 - 10 MB | FP16 | NPU | [Lightweight-Face-Detection.so](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.so) |
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- | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.387 ms | 0 - 41 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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- | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.586 ms | 0 - 19 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.753 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.483 ms | 0 - 23 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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- | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.015 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.071 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.019 ms | 0 - 79 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.077 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.016 ms | 0 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.083 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.021 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.079 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8295P ADP | SA8295P | TFLITE | 1.767 ms | 0 - 18 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | SA8295P ADP | SA8295P | QNN | 1.915 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.282 ms | 0 - 32 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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- | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.353 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.233 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.089 ms | 3 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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@@ -123,7 +123,7 @@ Lightweight-Face-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.0
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- Estimated peak memory usage (MB): [0, 1]
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  Total # Ops : 84
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  Compute Unit(s) : NPU (84 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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+ | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.022 ms | 0 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.103 ms | 2 - 7 MB | FP16 | NPU | [Lightweight-Face-Detection.so](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.so) |
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+ | Lightweight-Face-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.237 ms | 0 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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  | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.682 ms | 0 - 32 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.735 ms | 0 - 12 MB | FP16 | NPU | [Lightweight-Face-Detection.so](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.so) |
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+ | Lightweight-Face-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.375 ms | 0 - 40 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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+ | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.75 ms | 0 - 19 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.756 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.214 ms | 0 - 23 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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+ | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.053 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.074 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.019 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.08 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.019 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.079 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.019 ms | 0 - 1 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.077 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8295P ADP | SA8295P | TFLITE | 1.769 ms | 0 - 18 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | SA8295P ADP | SA8295P | QNN | 1.984 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.277 ms | 0 - 31 MB | FP16 | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.tflite) |
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+ | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.354 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.284 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.044 ms | 3 - 3 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-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) : 1.0
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+ Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 84
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  Compute Unit(s) : NPU (84 ops)
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  ```