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Facial-Attribute-Detection

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v0.42.0

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See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (7) hide show
  1. Facial-Attribute-Detection_float.dlc +2 -2
  2. Facial-Attribute-Detection_float.onnx.zip +2 -2
  3. Facial-Attribute-Detection_float.tflite +2 -2
  4. Facial-Attribute-Detection_w8a8.dlc +2 -2
  5. Facial-Attribute-Detection_w8a8.onnx.zip +2 -2
  6. Facial-Attribute-Detection_w8a8.tflite +2 -2
  7. README.md +73 -70
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README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: object-detection
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  # Facial-Attribute-Detection: Optimized for Mobile Deployment
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  ## Comprehensive facial analysis by extracting face features
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- Detects attributes (liveness, eye closeness, mask presence, glasses presence, sunglasses presence) that apply to a given face. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.
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  This repository provides scripts to run Facial-Attribute-Detection on Qualcomm® devices.
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  More details on model performance across various devices, can be found
@@ -34,71 +34,74 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.422 ms | 0 - 40 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.427 ms | 0 - 25 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.19 ms | 0 - 47 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.404 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.873 ms | 0 - 136 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.937 ms | 0 - 19 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.16 ms | 0 - 73 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
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- | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.406 ms | 0 - 40 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.469 ms | 0 - 25 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.422 ms | 0 - 40 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.427 ms | 0 - 25 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.892 ms | 0 - 134 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.927 ms | 0 - 19 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.559 ms | 0 - 45 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.605 ms | 0 - 29 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.89 ms | 0 - 133 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.933 ms | 0 - 39 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.406 ms | 0 - 40 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.469 ms | 0 - 25 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.675 ms | 0 - 47 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.693 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.834 ms | 0 - 33 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
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- | Facial-Attribute-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.538 ms | 0 - 44 MB | 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 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.547 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.686 ms | 0 - 28 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
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- | Facial-Attribute-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.469 ms | 0 - 44 MB | 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 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.47 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.623 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
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- | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.054 ms | 84 - 84 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
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- | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.069 ms | 25 - 25 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.189 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.113 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.555 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.67 ms | 0 - 44 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.423 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.403 ms | 0 - 23 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.674 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.644 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.635 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 48.361 ms | 2 - 15 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.615 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 19.049 ms | 13 - 30 MB | CPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 74.934 ms | 2 - 5 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 16.496 ms | 13 - 24 MB | CPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.189 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.113 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.42 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.407 ms | 0 - 21 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.91 ms | 0 - 38 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.823 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.428 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.405 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.644 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.635 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.321 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.305 ms | 0 - 41 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.456 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.262 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.254 ms | 0 - 33 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.403 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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- | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.246 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
98
- | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.238 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
99
- | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.422 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
100
- | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.513 ms | 32 - 32 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
101
- | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.578 ms | 13 - 13 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
 
 
 
102
 
103
 
104
 
@@ -112,9 +115,9 @@ pip install qai-hub-models
112
  ```
113
 
114
 
115
- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
116
 
117
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
118
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
119
 
120
  With this API token, you can configure your client to run models on the cloud
@@ -122,7 +125,7 @@ hosted devices.
122
  ```bash
123
  qai-hub configure --api_token API_TOKEN
124
  ```
125
- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
126
 
127
 
128
 
@@ -233,7 +236,7 @@ With the output of the model, you can compute like PSNR, relative errors or
233
  spot check the output with expected output.
234
 
235
  **Note**: This on-device profiling and inference requires access to Qualcomm®
236
- AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
237
 
238
 
239
 
 
14
  # Facial-Attribute-Detection: Optimized for Mobile Deployment
15
  ## Comprehensive facial analysis by extracting face features
16
 
17
+ Detects attributes (eye closeness, mask presence, eyeglasses presence, sunglasses presence) that apply to a given face. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.
18
 
19
  This repository provides scripts to run Facial-Attribute-Detection on Qualcomm® devices.
20
  More details on model performance across various devices, can be found
 
34
 
35
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.257 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
38
+ | Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.278 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
39
+ | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.143 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
40
+ | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.333 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
41
+ | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.846 ms | 0 - 140 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
42
+ | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.869 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
43
+ | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.081 ms | 0 - 63 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
44
+ | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.416 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
45
+ | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.408 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
46
+ | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.257 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
47
+ | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.278 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
48
+ | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.832 ms | 0 - 133 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
49
+ | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.86 ms | 0 - 16 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
50
+ | Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.496 ms | 0 - 45 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
51
+ | Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.516 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
52
+ | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.848 ms | 0 - 132 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
53
+ | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.867 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
54
+ | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.416 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
55
+ | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.408 ms | 0 - 26 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
56
+ | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.641 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
57
+ | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.648 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
58
+ | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.774 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
59
+ | Facial-Attribute-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.498 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
60
+ | Facial-Attribute-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.502 ms | 0 - 33 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
61
+ | Facial-Attribute-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.62 ms | 0 - 30 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
62
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.434 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
63
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.424 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
64
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.587 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
65
+ | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.987 ms | 79 - 79 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.dlc) |
66
+ | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.984 ms | 22 - 22 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx.zip) |
67
+ | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.168 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
68
+ | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.041 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
69
+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.536 ms | 0 - 49 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
70
+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.627 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
71
+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.397 ms | 0 - 33 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
72
+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.38 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
73
+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.64 ms | 0 - 47 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
74
+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.641 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
75
+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.6 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
76
+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.289 ms | 0 - 38 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
77
+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.456 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
78
+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 18.724 ms | 17 - 33 MB | CPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
79
+ | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 70.982 ms | 2 - 5 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
80
+ | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 15.931 ms | 19 - 26 MB | CPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
81
+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.168 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
82
+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.041 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
83
+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.405 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
84
+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.378 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
85
+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.848 ms | 0 - 38 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
86
+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.773 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
87
+ | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.403 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
88
+ | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.382 ms | 0 - 9 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
89
+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.641 ms | 0 - 32 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
90
+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.6 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
91
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.304 ms | 0 - 49 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
92
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.268 ms | 0 - 44 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
93
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.425 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
94
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.25 ms | 0 - 39 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
95
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.232 ms | 51 - 83 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
96
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.362 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
97
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.511 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
98
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.498 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
99
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 15.354 ms | 20 - 37 MB | CPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
100
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.211 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
101
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.207 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
102
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.363 ms | 0 - 43 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
103
+ | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.497 ms | 33 - 33 MB | NPU | [Facial-Attribute-Detection.dlc](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.dlc) |
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+ | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.541 ms | 11 - 11 MB | NPU | [Facial-Attribute-Detection.onnx.zip](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx.zip) |
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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
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+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
 
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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  spot check the output with expected output.
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  **Note**: This on-device profiling and inference requires access to Qualcomm®
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+ AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
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