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PPE-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: bsd-3-clause
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  tags:
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  - real_time
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  - android
@@ -26,7 +26,7 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Object detection
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  - **Model Stats:**
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  - Inference latency: RealTime
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  - Input resolution: 320x192
@@ -34,37 +34,69 @@ More details on model performance across various devices, can be found
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  - Model size: 13.5 MB
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  - Number of output classes: 2
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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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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.663 ms | 0 - 126 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.671 ms | 0 - 65 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
41
- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.918 ms | 0 - 40 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
42
- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.485 ms | 0 - 33 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.483 ms | 1 - 31 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
44
- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.665 ms | 0 - 32 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
45
- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.409 ms | 0 - 21 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.476 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.563 ms | 1 - 20 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
48
- | PPE-Detection | SA7255P ADP | SA7255P | TFLITE | 28.953 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
49
- | PPE-Detection | SA7255P ADP | SA7255P | QNN | 28.871 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.671 ms | 0 - 127 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
51
- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.657 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
52
- | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.863 ms | 0 - 20 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8295P ADP | SA8295P | QNN | 1.774 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.665 ms | 0 - 123 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.659 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
56
- | PPE-Detection | SA8775P ADP | SA8775P | TFLITE | 1.556 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
57
- | PPE-Detection | SA8775P ADP | SA8775P | QNN | 1.509 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 28.953 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 28.871 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.67 ms | 0 - 126 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
61
- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.658 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.556 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.509 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.59 ms | 0 - 33 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.547 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.772 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.974 ms | 13 - 13 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -126,12 +158,12 @@ python -m qai_hub_models.models.gear_guard_net.export
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  Profiling Results
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  ------------------------------------------------------------
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  PPE-Detection
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 0.7
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- Estimated peak memory usage (MB): [0, 126]
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- Total # Ops : 77
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- Compute Unit(s) : NPU (77 ops)
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  ```
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1
  ---
2
  library_name: pytorch
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+ license: other
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  tags:
5
  - real_time
6
  - android
 
26
 
27
  ### Model Details
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29
+ - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
31
  - Inference latency: RealTime
32
  - Input resolution: 320x192
 
34
  - Model size: 13.5 MB
35
  - Number of output classes: 2
36
 
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.14 ms | 0 - 16 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.077 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.555 ms | 0 - 30 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.67 ms | 1 - 26 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.67 ms | 0 - 126 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.657 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.282 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.257 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.14 ms | 0 - 16 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.077 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.663 ms | 0 - 129 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.662 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.871 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.772 ms | 1 - 18 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.672 ms | 0 - 125 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.672 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.282 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.257 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.66 ms | 0 - 125 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.661 ms | 1 - 63 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.913 ms | 0 - 46 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.488 ms | 0 - 33 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.493 ms | 1 - 27 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.662 ms | 1 - 33 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.479 ms | 24 - 41 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.476 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.664 ms | 1 - 21 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.784 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.966 ms | 12 - 12 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
68
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.87 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
69
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.828 ms | 0 - 10 MB | NPU | Use Export Script |
70
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.428 ms | 0 - 38 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
71
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.567 ms | 0 - 32 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.249 ms | 0 - 44 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
73
+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.235 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.447 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.418 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.318 ms | 0 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.709 ms | 0 - 12 MB | NPU | Use Export Script |
78
+ | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.742 ms | 0 - 2 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.87 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.828 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.24 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
82
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.243 ms | 0 - 2 MB | NPU | Use Export Script |
83
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.734 ms | 4 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
84
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.68 ms | 0 - 16 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.245 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.237 ms | 0 - 2 MB | NPU | Use Export Script |
87
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.447 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.418 ms | 0 - 15 MB | NPU | Use Export Script |
89
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.243 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
90
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.242 ms | 0 - 43 MB | NPU | Use Export Script |
91
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.368 ms | 0 - 35 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
92
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.183 ms | 0 - 33 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.186 ms | 0 - 34 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.269 ms | 0 - 37 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
95
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.182 ms | 0 - 21 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
96
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.193 ms | 0 - 19 MB | NPU | Use Export Script |
97
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.318 ms | 0 - 25 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
98
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.352 ms | 0 - 0 MB | NPU | Use Export Script |
99
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.378 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
100
 
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158
  Profiling Results
159
  ------------------------------------------------------------
160
  PPE-Detection
161
+ Device : cs_8275 (ANDROID 14)
162
+ Runtime : TFLITE
163
+ Estimated inference time (ms) : 4.1
164
+ Estimated peak memory usage (MB): [0, 16]
165
+ Total # Ops : 77
166
+ Compute Unit(s) : npu (77 ops) gpu (0 ops) cpu (0 ops)
167
  ```
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