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Facial-Attribute-Detection-Quantized

Object Detection
PyTorch
LiteRT
ONNX
real_time
quantized
android
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@@ -37,38 +37,24 @@ 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-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.439 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.51 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.so) |
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- | Facial-Attribute-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.939 ms | 0 - 40 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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- | Facial-Attribute-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.329 ms | 0 - 35 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.381 ms | 0 - 25 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.so) |
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- | Facial-Attribute-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.684 ms | 0 - 40 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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- | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.281 ms | 0 - 28 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.327 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.68 ms | 0 - 35 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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- | Facial-Attribute-Detection-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.849 ms | 0 - 21 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | SA7255P ADP | SA7255P | QNN | 5.044 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.446 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.483 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | SA8295P ADP | SA8295P | TFLITE | 0.939 ms | 0 - 27 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | SA8295P ADP | SA8295P | QNN | 1.229 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.45 ms | 0 - 30 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.487 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.821 ms | 0 - 20 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | SA8775P ADP | SA8775P | QNN | 1.045 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.419 ms | 0 - 26 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.749 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 79.556 ms | 2 - 5 MB | FP32 | CPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.849 ms | 0 - 21 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 5.044 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.447 ms | 0 - 23 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.485 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.821 ms | 0 - 20 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.045 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.569 ms | 0 - 27 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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- | Facial-Attribute-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.636 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.615 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.022 ms | 15 - 15 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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@@ -133,7 +119,7 @@ Facial-Attribute-Detection-Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.4
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- Estimated peak memory usage (MB): [0, 31]
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  Total # Ops : 168
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  Compute Unit(s) : NPU (168 ops)
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  ```
@@ -177,7 +163,7 @@ 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 Facial-Attribute-Detection-Quantized 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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+ | Facial-Attribute-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.434 ms | 0 - 51 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.942 ms | 0 - 41 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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+ | Facial-Attribute-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.33 ms | 0 - 44 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.716 ms | 0 - 59 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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+ | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.356 ms | 0 - 42 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.598 ms | 0 - 44 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
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+ | Facial-Attribute-Detection-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.839 ms | 0 - 30 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.434 ms | 0 - 51 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | SA8295P ADP | SA8295P | TFLITE | 0.929 ms | 0 - 36 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.434 ms | 0 - 52 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | SA8775P ADP | SA8775P | TFLITE | 0.79 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.417 ms | 0 - 38 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 81.993 ms | 2 - 5 MB | FP32 | CPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.839 ms | 0 - 30 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.439 ms | 0 - 51 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.79 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.564 ms | 0 - 42 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.tflite) |
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+ | Facial-Attribute-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.927 ms | 13 - 13 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection-Quantized.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.4
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+ Estimated peak memory usage (MB): [0, 51]
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  Total # Ops : 168
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  Compute Unit(s) : NPU (168 ops)
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  ```
 
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  ## License
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  * The license for the original implementation of Facial-Attribute-Detection-Quantized 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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