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PPE-Detection

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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

Files changed (1) hide show
  1. README.md +97 -97
README.md CHANGED
@@ -28,14 +28,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.48.0/gear_guard_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PPE-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gear_guard_net)**.
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@@ -67,98 +67,98 @@ See our repository for [PPE-Detection on GitHub](https://github.com/qualcomm/ai-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
 
70
  | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.643 ms | 13 - 13 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.526 ms | 12 - 12 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.915 ms | 0 - 107 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.332 ms | 0 - 15 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.496 ms | 1 - 3 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.704 ms | 0 - 61 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.556 ms | 0 - 74 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.445 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.159 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.625 ms | 0 - 63 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 81.484 ms | 30 - 34 MB | CPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.965 ms | 0 - 9 MB | NPU
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  | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.483 ms | 0 - 3 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.613 ms | 30 - 39 MB | CPU
84
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.491 ms | 0 - 46 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 29.001 ms | 28 - 37 MB | CPU
86
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.417 ms | 0 - 45 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.247 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.654 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.357 ms | 0 - 59 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.704 ms | 4 - 11 MB | CPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.506 ms | 0 - 10 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.818 ms | 0 - 3 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 9.107 ms | 5 - 14 MB | CPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.296 ms | 0 - 36 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.898 ms | 5 - 15 MB | CPU
96
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.257 ms | 0 - 43 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.731 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.294 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.818 ms | 0 - 74 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.969 ms | 1 - 51 MB | NPU
101
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.114 ms | 1 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 7.218 ms | 1 - 61 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.273 ms | 1 - 3 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.04 ms | 0 - 48 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.969 ms | 1 - 51 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.294 ms | 0 - 30 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.608 ms | 1 - 57 MB | NPU
108
- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.483 ms | 1 - 57 MB | NPU
109
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.536 ms | 0 - 0 MB | NPU
110
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.039 ms | 0 - 0 MB | NPU
111
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.576 ms | 0 - 55 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.116 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.138 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.874 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 4.677 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.352 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.501 ms | 0 - 175 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.197 ms | 0 - 56 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.138 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.573 ms | 0 - 37 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.462 ms | 0 - 39 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.039 ms | 0 - 39 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.387 ms | 0 - 39 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.357 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.603 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.343 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.944 ms | 2 - 4 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.298 ms | 0 - 32 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.475 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.705 ms | 0 - 36 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.768 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.303 ms | 0 - 167 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.777 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.298 ms | 0 - 32 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.0 ms | 0 - 30 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.282 ms | 0 - 33 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.595 ms | 0 - 36 MB | NPU
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  | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.246 ms | 0 - 37 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.799 ms | 0 - 83 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.001 ms | 0 - 54 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.118 ms | 0 - 81 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.804 ms | 0 - 68 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.287 ms | 0 - 15 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.036 ms | 0 - 55 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 5.001 ms | 0 - 54 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.295 ms | 0 - 32 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.633 ms | 0 - 65 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.488 ms | 0 - 59 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.408 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 4.006 ms | 0 - 17 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.449 ms | 0 - 32 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.557 ms | 0 - 2 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.82 ms | 0 - 36 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.895 ms | 0 - 8 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 4.782 ms | 0 - 164 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.855 ms | 0 - 53 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.449 ms | 0 - 32 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 1.105 ms | 0 - 30 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.318 ms | 0 - 32 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.337 ms | 0 - 37 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.272 ms | 0 - 37 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of PPE-Detection can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.49.1/gear_guard_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PPE-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gear_guard_net)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.566 ms | 0 - 74 MB | NPU
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  | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.643 ms | 13 - 13 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.533 ms | 12 - 12 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.911 ms | 0 - 102 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.322 ms | 0 - 16 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.486 ms | 1 - 4 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.697 ms | 0 - 52 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.411 ms | 0 - 45 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.451 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.168 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.623 ms | 0 - 67 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 81.757 ms | 27 - 30 MB | CPU
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+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.971 ms | 0 - 9 MB | NPU
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  | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.483 ms | 0 - 3 MB | NPU
84
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.989 ms | 28 - 36 MB | CPU
85
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.49 ms | 0 - 46 MB | NPU
86
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.896 ms | 28 - 37 MB | CPU
87
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.251 ms | 0 - 43 MB | NPU
88
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.238 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.644 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.366 ms | 0 - 64 MB | NPU
91
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.873 ms | 6 - 13 MB | CPU
92
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.509 ms | 0 - 10 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.83 ms | 0 - 3 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 9.041 ms | 7 - 16 MB | CPU
95
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.293 ms | 0 - 37 MB | NPU
96
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.863 ms | 6 - 17 MB | CPU
97
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.481 ms | 1 - 57 MB | NPU
98
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.728 ms | 1 - 1 MB | NPU
99
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.315 ms | 1 - 1 MB | NPU
100
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.815 ms | 0 - 73 MB | NPU
101
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.03 ms | 1 - 51 MB | NPU
102
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.1 ms | 1 - 3 MB | NPU
103
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.779 ms | 1 - 63 MB | NPU
104
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.273 ms | 3 - 5 MB | NPU
105
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.026 ms | 0 - 49 MB | NPU
106
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 5.03 ms | 1 - 51 MB | NPU
107
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.292 ms | 0 - 30 MB | NPU
108
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.606 ms | 0 - 56 MB | NPU
109
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.39 ms | 0 - 39 MB | NPU
110
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.549 ms | 0 - 0 MB | NPU
111
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.048 ms | 0 - 0 MB | NPU
112
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.583 ms | 0 - 56 MB | NPU
113
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.089 ms | 0 - 2 MB | NPU
114
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.115 ms | 0 - 34 MB | NPU
115
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.873 ms | 0 - 11 MB | NPU
116
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.131 ms | 0 - 37 MB | NPU
117
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.351 ms | 0 - 2 MB | NPU
118
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.589 ms | 0 - 178 MB | NPU
119
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.187 ms | 0 - 55 MB | NPU
120
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.115 ms | 0 - 34 MB | NPU
121
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.56 ms | 0 - 37 MB | NPU
122
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.461 ms | 0 - 34 MB | NPU
123
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.034 ms | 0 - 38 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
124
  | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.246 ms | 0 - 37 MB | NPU
125
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.346 ms | 0 - 0 MB | NPU
126
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.615 ms | 0 - 0 MB | NPU
127
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.344 ms | 0 - 52 MB | NPU
128
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.942 ms | 0 - 2 MB | NPU
129
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.281 ms | 0 - 32 MB | NPU
130
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.485 ms | 0 - 2 MB | NPU
131
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.696 ms | 0 - 36 MB | NPU
132
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.764 ms | 0 - 2 MB | NPU
133
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.281 ms | 0 - 167 MB | NPU
134
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.791 ms | 0 - 53 MB | NPU
135
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.281 ms | 0 - 32 MB | NPU
136
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.998 ms | 0 - 30 MB | NPU
137
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.281 ms | 0 - 32 MB | NPU
138
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.595 ms | 0 - 36 MB | NPU
139
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.484 ms | 0 - 58 MB | NPU
140
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.796 ms | 0 - 85 MB | NPU
141
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.0 ms | 0 - 54 MB | NPU
142
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.119 ms | 0 - 3 MB | NPU
143
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 7.249 ms | 0 - 65 MB | NPU
144
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.283 ms | 0 - 15 MB | NPU
145
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.031 ms | 0 - 54 MB | NPU
146
+ | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 5.0 ms | 0 - 54 MB | NPU
147
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.306 ms | 0 - 32 MB | NPU
148
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.627 ms | 0 - 59 MB | NPU
149
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.275 ms | 0 - 37 MB | NPU
150
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.401 ms | 0 - 53 MB | NPU
151
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.595 ms | 0 - 17 MB | NPU
152
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.437 ms | 0 - 31 MB | NPU
153
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.558 ms | 0 - 2 MB | NPU
154
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.811 ms | 0 - 36 MB | NPU
155
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.891 ms | 0 - 8 MB | NPU
156
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 4.809 ms | 0 - 164 MB | NPU
157
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.849 ms | 0 - 52 MB | NPU
158
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.437 ms | 0 - 31 MB | NPU
159
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 1.104 ms | 0 - 29 MB | NPU
160
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.32 ms | 0 - 32 MB | NPU
161
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.319 ms | 0 - 37 MB | NPU
162
 
163
  ## License
164
  * The license for the original implementation of PPE-Detection can be found