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PPE-Detection

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +99 -99
  2. release_assets.json +70 -1
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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/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/v0.50.2/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/v0.50.2/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/v0.50.2/gear_guard_net-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/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
69
  |---|---|---|---|---|---|---
70
- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.568 ms | 0 - 74 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.65 ms | 13 - 13 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.527 ms | 12 - 12 MB | NPU
73
- | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.913 ms | 0 - 101 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.325 ms | 0 - 16 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.482 ms | 1 - 4 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.699 ms | 0 - 56 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.415 ms | 0 - 45 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.651 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.174 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.625 ms | 0 - 67 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 84.341 ms | 28 - 31 MB | CPU
82
- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.968 ms | 0 - 13 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.488 ms | 0 - 3 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.582 ms | 28 - 36 MB | CPU
85
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.491 ms | 0 - 38 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.421 ms | 28 - 37 MB | CPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.257 ms | 0 - 43 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.245 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.649 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.354 ms | 0 - 59 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 14.767 ms | 4 - 11 MB | CPU
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  | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.507 ms | 0 - 9 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.825 ms | 0 - 3 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 9.08 ms | 7 - 16 MB | CPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.297 ms | 0 - 43 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.807 ms | 7 - 17 MB | CPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.484 ms | 1 - 57 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.707 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.298 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.824 ms | 0 - 72 MB | NPU
101
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.038 ms | 1 - 52 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.113 ms | 1 - 3 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.77 ms | 1 - 64 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.278 ms | 1 - 3 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.017 ms | 0 - 48 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 5.038 ms | 1 - 52 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.3 ms | 0 - 29 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.611 ms | 1 - 63 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.394 ms | 0 - 40 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.546 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.051 ms | 0 - 0 MB | NPU
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- | 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 | 3.017 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.154 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.873 ms | 0 - 28 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.12 ms | 0 - 37 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.346 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.584 ms | 0 - 175 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.189 ms | 0 - 55 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.154 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.552 ms | 0 - 36 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.461 ms | 0 - 33 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.036 ms | 0 - 38 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.244 ms | 0 - 37 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.417 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.616 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.331 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.938 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.268 ms | 0 - 32 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.485 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.712 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.759 ms | 2 - 4 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.238 ms | 0 - 167 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.79 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.268 ms | 0 - 32 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.009 ms | 0 - 30 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.283 ms | 0 - 36 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.596 ms | 0 - 36 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 58 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.809 ms | 0 - 84 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.028 ms | 0 - 54 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.12 ms | 0 - 3 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.807 ms | 0 - 67 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.286 ms | 0 - 15 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.038 ms | 0 - 54 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 5.028 ms | 0 - 54 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.297 ms | 0 - 32 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.639 ms | 0 - 66 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.275 ms | 0 - 38 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.403 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.788 ms | 0 - 17 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.462 ms | 0 - 31 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 | 0.806 ms | 0 - 36 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.897 ms | 0 - 9 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 4.715 ms | 0 - 164 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.839 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.462 ms | 0 - 31 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 1.088 ms | 0 - 30 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.316 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.322 ms | 0 - 37 MB | NPU
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163
  ## 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 |
30
  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/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
  ## 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 | 0.543 ms | 0 - 64 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.604 ms | 13 - 13 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.506 ms | 12 - 12 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.918 ms | 0 - 95 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.302 ms | 0 - 109 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.534 ms | 1 - 3 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.706 ms | 0 - 58 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.397 ms | 0 - 43 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.425 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.09 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 66 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 82.356 ms | 30 - 34 MB | CPU
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+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.914 ms | 0 - 9 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.446 ms | 0 - 3 MB | NPU
84
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.025 ms | 29 - 37 MB | CPU
85
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.465 ms | 0 - 44 MB | NPU
86
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.723 ms | 28 - 37 MB | CPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.252 ms | 0 - 42 MB | NPU
88
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.23 ms | 6 - 6 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.653 ms | 6 - 6 MB | NPU
90
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.364 ms | 0 - 66 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.834 ms | 5 - 13 MB | CPU
92
  | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.507 ms | 0 - 9 MB | NPU
93
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.828 ms | 0 - 3 MB | NPU
94
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 9.016 ms | 5 - 14 MB | CPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.294 ms | 0 - 36 MB | NPU
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+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.753 ms | 5 - 14 MB | CPU
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+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.473 ms | 0 - 56 MB | NPU
98
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.657 ms | 1 - 1 MB | NPU
99
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.295 ms | 1 - 1 MB | NPU
100
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.804 ms | 0 - 72 MB | NPU
101
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.911 ms | 1 - 54 MB | NPU
102
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.118 ms | 1 - 2 MB | NPU
103
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.794 ms | 0 - 60 MB | NPU
104
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.266 ms | 3 - 5 MB | NPU
105
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.965 ms | 0 - 47 MB | NPU
106
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.911 ms | 1 - 54 MB | NPU
107
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.232 ms | 0 - 27 MB | NPU
108
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.612 ms | 1 - 57 MB | NPU
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+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.355 ms | 0 - 39 MB | NPU
110
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.493 ms | 0 - 0 MB | NPU
111
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.965 ms | 0 - 0 MB | NPU
112
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.541 ms | 0 - 53 MB | NPU
113
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.022 ms | 0 - 2 MB | NPU
114
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.006 ms | 0 - 33 MB | NPU
115
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.797 ms | 0 - 8 MB | NPU
116
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.028 ms | 0 - 37 MB | NPU
117
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.309 ms | 0 - 2 MB | NPU
118
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.359 ms | 0 - 168 MB | NPU
119
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.114 ms | 0 - 55 MB | NPU
120
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.006 ms | 0 - 33 MB | NPU
121
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.473 ms | 0 - 34 MB | NPU
122
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.427 ms | 0 - 39 MB | NPU
123
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.949 ms | 0 - 39 MB | NPU
124
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.227 ms | 0 - 38 MB | NPU
125
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.347 ms | 0 - 0 MB | NPU
126
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.597 ms | 0 - 0 MB | NPU
127
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.334 ms | 0 - 53 MB | NPU
128
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.87 ms | 2 - 4 MB | NPU
129
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.228 ms | 0 - 32 MB | NPU
130
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.472 ms | 0 - 2 MB | NPU
131
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.686 ms | 0 - 35 MB | NPU
132
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.759 ms | 0 - 2 MB | NPU
133
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.29 ms | 0 - 171 MB | NPU
134
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.757 ms | 0 - 56 MB | NPU
135
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.228 ms | 0 - 32 MB | NPU
136
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.952 ms | 0 - 31 MB | NPU
137
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.271 ms | 0 - 37 MB | NPU
138
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.578 ms | 0 - 37 MB | NPU
139
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.467 ms | 0 - 61 MB | NPU
140
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.79 ms | 0 - 82 MB | NPU
141
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.917 ms | 0 - 57 MB | NPU
142
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.098 ms | 0 - 4 MB | NPU
143
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.819 ms | 0 - 65 MB | NPU
144
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.273 ms | 0 - 16 MB | NPU
145
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.994 ms | 0 - 52 MB | NPU
146
+ | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 4.917 ms | 0 - 57 MB | NPU
147
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.244 ms | 0 - 30 MB | NPU
148
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.62 ms | 0 - 62 MB | NPU
149
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.258 ms | 0 - 37 MB | NPU
150
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.389 ms | 0 - 52 MB | NPU
151
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.552 ms | 0 - 16 MB | NPU
152
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.421 ms | 0 - 31 MB | NPU
153
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.549 ms | 0 - 37 MB | NPU
154
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.788 ms | 0 - 34 MB | NPU
155
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.889 ms | 0 - 9 MB | NPU
156
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 4.738 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 | 1.421 ms | 0 - 31 MB | NPU
159
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 1.098 ms | 0 - 33 MB | NPU
160
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.312 ms | 0 - 37 MB | NPU
161
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.31 ms | 0 - 37 MB | NPU
162
 
163
  ## License
164
  * The license for the original implementation of PPE-Detection can be found
release_assets.json CHANGED
@@ -1 +1,70 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-qnn_dlc-w8a16.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.50.2/gear_guard_net-tflite-w8a8.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "0.51.0",
3
+ "precisions": {
4
+ "float": {
5
+ "universal_assets": {
6
+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.2"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-tflite-float.zip"
12
+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
16
+ },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-float.zip"
18
+ },
19
+ "onnx": {
20
+ "tool_versions": {
21
+ "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.24.3"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-float.zip"
25
+ }
26
+ }
27
+ },
28
+ "w8a8": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
32
+ "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.2"
34
+ },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-tflite-w8a8.zip"
36
+ },
37
+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
40
+ },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-w8a8.zip"
42
+ },
43
+ "onnx": {
44
+ "tool_versions": {
45
+ "qairt": "2.42.0.251225135753_193295",
46
+ "onnx_runtime": "1.24.3"
47
+ },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-w8a8.zip"
49
+ }
50
+ }
51
+ },
52
+ "w8a16": {
53
+ "universal_assets": {
54
+ "qnn_dlc": {
55
+ "tool_versions": {
56
+ "qairt": "2.45.0.260326154327"
57
+ },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-qnn_dlc-w8a16.zip"
59
+ },
60
+ "onnx": {
61
+ "tool_versions": {
62
+ "qairt": "2.42.0.251225135753_193295",
63
+ "onnx_runtime": "1.24.3"
64
+ },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.51.0/gear_guard_net-onnx-w8a16.zip"
66
+ }
67
+ }
68
+ }
69
+ }
70
+ }