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Lightweight-Face-Detection

Object Detection
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@@ -36,35 +36,35 @@ 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 | 1.032 ms | 0 - 5 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 | 1.087 ms | 1 - 3 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 | 2.397 ms | 1 - 11 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 | 0.685 ms | 0 - 22 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 | 0.722 ms | 0 - 16 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 | 1.469 ms | 0 - 29 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 | 0.779 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.634 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.579 ms | 0 - 24 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 | SA7255P ADP | SA7255P | TFLITE | 22.383 ms | 0 - 10 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 | SA7255P ADP | SA7255P | QNN | 22.464 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.03 ms | 0 - 4 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 | 1.086 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8295P ADP | SA8295P | TFLITE | 1.754 ms | 0 - 12 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 | 2.082 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.03 ms | 0 - 4 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 | 1.09 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | SA8775P ADP | SA8775P | TFLITE | 1.944 ms | 0 - 10 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 | SA8775P ADP | SA8775P | QNN | 2.159 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 22.383 ms | 0 - 10 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 22.464 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.03 ms | 0 - 4 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 | 1.091 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.944 ms | 0 - 10 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 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.159 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.263 ms | 0 - 24 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 | 1.341 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.228 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.437 ms | 2 - 2 MB | FP16 | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection.onnx) |
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@@ -129,7 +129,7 @@ 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, 5]
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  Total # Ops : 84
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  Compute Unit(s) : NPU (84 ops)
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  ```
@@ -235,7 +235,7 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of Lightweight-Face-Detection can be found
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- [here](https://github.com/qcom-ai-hub/ai-hub-models-internal/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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 | 1.028 ms | 0 - 13 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 | 1.01 ms | 1 - 4 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 | 1.828 ms | 0 - 9 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 | 0.685 ms | 0 - 25 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 | 0.664 ms | 1 - 20 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 | 1.12 ms | 0 - 29 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 | 0.72 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 | 0.711 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.262 ms | 0 - 25 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 | SA7255P ADP | SA7255P | TFLITE | 22.324 ms | 0 - 13 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 | SA7255P ADP | SA7255P | QNN | 22.23 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.028 ms | 0 - 13 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 | 1.006 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8295P ADP | SA8295P | TFLITE | 1.748 ms | 0 - 20 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 | 1.73 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.027 ms | 0 - 13 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 | 1.005 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | SA8775P ADP | SA8775P | TFLITE | 1.929 ms | 0 - 13 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 | SA8775P ADP | SA8775P | QNN | 1.913 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 22.324 ms | 0 - 13 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 22.23 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.025 ms | 0 - 14 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 | 1.006 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.929 ms | 0 - 13 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 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.913 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.316 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.257 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.162 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.944 ms | 1 - 1 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, 13]
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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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  ## License
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  * The license for the original implementation of Lightweight-Face-Detection can be found
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+ [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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