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Facial-Attribute-Detection-Quantized

Object Detection
PyTorch
LiteRT
ONNX
real_time
quantized
android
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@@ -1,11 +1,11 @@
1
  ---
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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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  - quantized
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  - android
 
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  ---
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@@ -46,11 +46,6 @@ More details on model performance across various devices, can be found
46
  | 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 |
48
  | 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 | 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 |
51
- | 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) |
52
- | 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) |
53
- | Facial-Attribute-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.485 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
54
  | 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) |
55
  | Facial-Attribute-Detection-Quantized | SA7255P ADP | SA7255P | QNN | 5.044 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
56
  | 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) |
@@ -61,6 +56,15 @@ More details on model performance across various devices, can be found
61
  | Facial-Attribute-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.487 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
62
  | 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) |
63
  | Facial-Attribute-Detection-Quantized | SA8775P ADP | SA8775P | QNN | 1.045 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
64
  | 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) |
65
  | Facial-Attribute-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.636 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
66
  | Facial-Attribute-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.615 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
 
1
  ---
2
  library_name: pytorch
3
  license: bsd-3-clause
 
4
  tags:
5
  - real_time
6
  - quantized
7
  - android
8
+ pipeline_tag: object-detection
9
 
10
  ---
11
 
 
46
  | 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) |
47
  | Facial-Attribute-Detection-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.327 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
48
  | 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) |
 
 
 
 
 
49
  | 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) |
50
  | Facial-Attribute-Detection-Quantized | SA7255P ADP | SA7255P | QNN | 5.044 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
51
  | 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) |
 
56
  | Facial-Attribute-Detection-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.487 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
57
  | 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) |
58
  | Facial-Attribute-Detection-Quantized | SA8775P ADP | SA8775P | QNN | 1.045 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
59
+ | 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) |
60
+ | Facial-Attribute-Detection-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.749 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
61
+ | 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) |
62
+ | 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) |
63
+ | Facial-Attribute-Detection-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 5.044 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
64
+ | 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) |
65
+ | Facial-Attribute-Detection-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.485 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
66
+ | 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) |
67
+ | Facial-Attribute-Detection-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.045 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
68
  | 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) |
69
  | Facial-Attribute-Detection-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.636 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
70
  | Facial-Attribute-Detection-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.615 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |