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Facial-Attribute-Detection

Object Detection
PyTorch
LiteRT
real_time
bu_iot
android
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: object-detection
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  tags:
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  - real_time
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  - android
 
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  ---
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@@ -36,31 +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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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.963 ms | 0 - 107 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.04 ms | 0 - 66 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.217 ms | 0 - 108 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.734 ms | 0 - 26 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.77 ms | 0 - 27 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.892 ms | 0 - 29 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.66 ms | 0 - 26 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.65 ms | 0 - 29 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.778 ms | 0 - 29 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.951 ms | 0 - 107 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.003 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 29.82 ms | 0 - 20 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 30.036 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.97 ms | 0 - 97 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.009 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 1.682 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 1.87 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.959 ms | 0 - 107 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.011 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 1.775 ms | 0 - 20 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 2.006 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.271 ms | 0 - 26 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.377 ms | 0 - 26 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.11 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.21 ms | 27 - 27 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
 
 
 
 
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@@ -125,7 +129,7 @@ Facial-Attribute-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, 107]
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  Total # Ops : 161
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  Compute Unit(s) : NPU (161 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: bsd-3-clause
 
4
  tags:
5
  - real_time
6
  - android
7
+ pipeline_tag: object-detection
8
 
9
  ---
10
 
 
36
 
37
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.96 ms | 0 - 97 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.009 ms | 0 - 2 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.249 ms | 0 - 117 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.72 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.765 ms | 0 - 20 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.902 ms | 47 - 80 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.698 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.704 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.867 ms | 0 - 28 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 29.85 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 30.073 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.963 ms | 0 - 106 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.0 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 1.647 ms | 0 - 18 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 1.922 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.981 ms | 0 - 106 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.997 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 1.772 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 1.992 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 29.85 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 30.073 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.962 ms | 0 - 107 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.005 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.772 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.992 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.272 ms | 0 - 26 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.359 ms | 0 - 23 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.141 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.193 ms | 27 - 27 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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  Device : Samsung Galaxy S23 (13)
130
  Runtime : TFLITE
131
  Estimated inference time (ms) : 1.0
132
+ Estimated peak memory usage (MB): [0, 97]
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  Total # Ops : 161
134
  Compute Unit(s) : NPU (161 ops)
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  ```