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PPE-Detection

Object Detection
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android
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v0.56.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +122 -126
  2. release_assets.json +16 -16
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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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)**.
41
 
@@ -67,127 +67,123 @@ 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
  |---|---|---|---|---|---|---
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.528 ms | 0 - 63 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.584 ms | 211 - 211 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.301 ms | 148 - 148 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.889 ms | 1 - 93 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.296 ms | 0 - 15 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.698 ms | 0 - 65 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.608 ms | 1 - 46 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS8750 | 0.698 ms | 0 - 65 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS7181 | 1.301 ms | 148 - 148 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.387 ms | 0 - 45 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.417 ms | 211 - 211 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 0.946 ms | 180 - 180 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.584 ms | 0 - 71 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 81.658 ms | 32 - 36 MB | CPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.911 ms | 0 - 101 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.647 ms | 29 - 37 MB | CPU
86
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.464 ms | 0 - 45 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.469 ms | 30 - 37 MB | CPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.443 ms | 0 - 51 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 28.647 ms | 29 - 37 MB | CPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 0.464 ms | 0 - 45 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 0.946 ms | 180 - 180 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.252 ms | 0 - 44 MB | NPU
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- | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.234 ms | 212 - 212 MB | NPU
94
- | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.509 ms | 181 - 181 MB | NPU
95
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.36 ms | 0 - 67 MB | NPU
96
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.243 ms | 5 - 12 MB | CPU
97
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.51 ms | 0 - 47 MB | NPU
98
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.84 ms | 0 - 52 MB | NPU
99
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.697 ms | 7 - 16 MB | CPU
100
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.292 ms | 0 - 39 MB | NPU
101
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 8.765 ms | 7 - 16 MB | CPU
102
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 6.697 ms | 7 - 16 MB | CPU
103
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.292 ms | 0 - 39 MB | NPU
104
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 0.509 ms | 181 - 181 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.471 ms | 1 - 57 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.751 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.308 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.814 ms | 0 - 71 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 4.913 ms | 1 - 54 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.112 ms | 1 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.795 ms | 1 - 61 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8650P | 1.795 ms | 1 - 61 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8255P | 1.795 ms | 1 - 61 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.618 ms | 1 - 62 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.98 ms | 0 - 45 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.913 ms | 1 - 54 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® SA8295P | 2.263 ms | 0 - 27 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 0.618 ms | 1 - 62 MB | NPU
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- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 1.308 ms | 1 - 1 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.354 ms | 0 - 39 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.486 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.954 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.537 ms | 0 - 53 MB | NPU
 
 
 
 
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  | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.003 ms | 2 - 4 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 2.008 ms | 0 - 33 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.805 ms | 0 - 16 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.035 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.035 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.035 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.95 ms | 0 - 38 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.424 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.401 ms | 2 - 169 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.008 ms | 0 - 33 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.469 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.315 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.124 ms | 0 - 54 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.95 ms | 0 - 38 MB | NPU
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  | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.424 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.954 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.231 ms | 0 - 38 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.345 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.588 ms | 0 - 0 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.337 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.856 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.273 ms | 0 - 34 MB | NPU
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  | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.473 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.684 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.684 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.684 ms | 0 - 35 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.776 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.762 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.583 ms | 0 - 37 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.266 ms | 0 - 33 MB | NPU
155
- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.385 ms | 0 - 171 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.979 ms | 0 - 30 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.273 ms | 0 - 34 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.583 ms | 0 - 37 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.266 ms | 0 - 33 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.588 ms | 0 - 0 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.471 ms | 0 - 61 MB | NPU
162
- | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.8 ms | 0 - 77 MB | NPU
163
- | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 | 4.906 ms | 0 - 57 MB | NPU
164
- | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.119 ms | 0 - 4 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.836 ms | 0 - 65 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8650P | 1.836 ms | 0 - 65 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8255P | 1.836 ms | 0 - 65 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.617 ms | 0 - 57 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.0 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 4.906 ms | 0 - 57 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.303 ms | 0 - 16 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.264 ms | 0 - 29 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8750 | 0.617 ms | 0 - 57 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.232 ms | 0 - 35 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.326 ms | 0 - 51 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.938 ms | 0 - 11 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.286 ms | 0 - 30 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.482 ms | 0 - 2 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.699 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8650P | 0.699 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8255P | 0.699 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.779 ms | 0 - 9 MB | NPU
183
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.763 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.577 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.276 ms | 0 - 30 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 3.382 ms | 0 - 173 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.991 ms | 0 - 28 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.286 ms | 0 - 30 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.577 ms | 0 - 33 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.276 ms | 0 - 30 MB | NPU
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192
  ## License
193
  * The license for the original implementation of PPE-Detection can be found
 
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-w8a16.zip)
33
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-w8a8.zip)
34
+ | 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/v0.56.0/gear_guard_net-qnn_dlc-float.zip)
35
+ | 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/v0.56.0/gear_guard_net-qnn_dlc-w8a16.zip)
36
+ | 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/v0.56.0/gear_guard_net-qnn_dlc-w8a8.zip)
37
+ | 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/v0.56.0/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/v0.56.0/gear_guard_net-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[PPE-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gear_guard_net)**.
41
 
 
67
  ## Performance Summary
68
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
70
+ | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.583 ms | 206 - 206 MB | NPU
71
+ | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.285 ms | 148 - 148 MB | NPU
72
+ | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.91 ms | 0 - 69 MB | NPU
73
+ | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.252 ms | 1 - 45 MB | NPU
74
+ | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.252 ms | 0 - 17 MB | NPU
75
+ | PPE-Detection | ONNX | float | Qualcomm® QCS8450 | 2.252 ms | 1 - 45 MB | NPU
76
+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.678 ms | 0 - 57 MB | NPU
77
+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.528 ms | 1 - 55 MB | NPU
78
+ | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.602 ms | 1 - 46 MB | NPU
79
+ | PPE-Detection | ONNX | float | Qualcomm® QCS8750 | 0.678 ms | 0 - 57 MB | NPU
80
+ | PPE-Detection | ONNX | float | Qualcomm® QCS7181 | 1.285 ms | 148 - 148 MB | NPU
81
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.4 ms | 212 - 212 MB | NPU
82
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 0.936 ms | 181 - 181 MB | NPU
83
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.592 ms | 0 - 58 MB | NPU
84
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.277 ms | 0 - 58 MB | NPU
85
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 3.443 ms | 0 - 46 MB | NPU
86
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.903 ms | 0 - 16 MB | NPU
87
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8450 | 1.277 ms | 0 - 58 MB | NPU
88
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.387 ms | 0 - 41 MB | NPU
89
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.459 ms | 0 - 41 MB | NPU
90
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.455 ms | 0 - 52 MB | NPU
91
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.065 ms | 0 - 40 MB | NPU
92
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 6.798 ms | 0 - 169 MB | NPU
93
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS7790 | 1.065 ms | 0 - 40 MB | NPU
94
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8750 | 0.459 ms | 0 - 41 MB | NPU
95
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS7181 | 0.936 ms | 181 - 181 MB | NPU
96
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.231 ms | 213 - 213 MB | NPU
97
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.5 ms | 181 - 181 MB | NPU
98
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.362 ms | 0 - 55 MB | NPU
99
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.804 ms | 0 - 56 MB | NPU
100
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 2.034 ms | 0 - 45 MB | NPU
101
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.502 ms | 0 - 11 MB | NPU
102
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8450 | 0.804 ms | 0 - 56 MB | NPU
103
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.828 ms | 0 - 52 MB | NPU
104
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 3.496 ms | 0 - 178 MB | NPU
105
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.619 ms | 0 - 38 MB | NPU
106
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.245 ms | 0 - 41 MB | NPU
107
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.281 ms | 0 - 39 MB | NPU
108
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS7790 | 0.619 ms | 0 - 38 MB | NPU
109
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8750 | 0.281 ms | 0 - 39 MB | NPU
110
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS7181 | 0.5 ms | 181 - 181 MB | NPU
111
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.682 ms | 1 - 1 MB | NPU
112
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.299 ms | 1 - 1 MB | NPU
113
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.811 ms | 0 - 72 MB | NPU
114
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.969 ms | 0 - 49 MB | NPU
115
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 | 4.884 ms | 1 - 54 MB | NPU
116
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.11 ms | 1 - 3 MB | NPU
117
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 | 1.969 ms | 0 - 49 MB | NPU
118
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.618 ms | 0 - 63 MB | NPU
119
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.884 ms | 1 - 54 MB | NPU
120
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.249 ms | 0 - 27 MB | NPU
121
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.473 ms | 0 - 54 MB | NPU
122
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.275 ms | 1 - 3 MB | NPU
123
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8750 | 0.618 ms | 0 - 63 MB | NPU
124
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS7181 | 1.299 ms | 1 - 1 MB | NPU
125
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.476 ms | 0 - 0 MB | NPU
126
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.938 ms | 0 - 0 MB | NPU
127
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.54 ms | 0 - 52 MB | NPU
128
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 1.106 ms | 0 - 58 MB | NPU
129
  | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.003 ms | 2 - 4 MB | NPU
130
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 2.016 ms | 0 - 33 MB | NPU
131
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.805 ms | 0 - 7 MB | NPU
132
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 1.106 ms | 0 - 58 MB | NPU
133
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.356 ms | 0 - 36 MB | NPU
134
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.424 ms | 0 - 34 MB | NPU
135
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.32 ms | 0 - 2 MB | NPU
136
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.946 ms | 0 - 37 MB | NPU
137
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.42 ms | 0 - 167 MB | NPU
138
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.467 ms | 0 - 33 MB | NPU
139
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.016 ms | 0 - 33 MB | NPU
140
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.946 ms | 0 - 37 MB | NPU
 
 
141
  | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.424 ms | 0 - 34 MB | NPU
142
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.938 ms | 0 - 0 MB | NPU
143
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.325 ms | 0 - 0 MB | NPU
144
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.584 ms | 0 - 0 MB | NPU
145
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.332 ms | 0 - 53 MB | NPU
146
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.76 ms | 0 - 58 MB | NPU
147
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.86 ms | 2 - 4 MB | NPU
148
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.265 ms | 0 - 33 MB | NPU
149
  | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.473 ms | 0 - 2 MB | NPU
150
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.76 ms | 0 - 58 MB | NPU
151
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.761 ms | 0 - 2 MB | NPU
152
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.265 ms | 0 - 33 MB | NPU
153
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.386 ms | 0 - 171 MB | NPU
154
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.586 ms | 0 - 37 MB | NPU
155
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.971 ms | 0 - 31 MB | NPU
156
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.235 ms | 0 - 34 MB | NPU
157
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.262 ms | 0 - 33 MB | NPU
158
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.586 ms | 0 - 37 MB | NPU
159
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.262 ms | 0 - 33 MB | NPU
160
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.584 ms | 0 - 0 MB | NPU
161
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.786 ms | 0 - 83 MB | NPU
162
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.992 ms | 0 - 58 MB | NPU
163
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 | 4.915 ms | 0 - 57 MB | NPU
164
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.095 ms | 0 - 2 MB | NPU
165
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 | 1.992 ms | 0 - 58 MB | NPU
166
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.618 ms | 0 - 58 MB | NPU
167
+ | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 4.915 ms | 0 - 57 MB | NPU
168
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.246 ms | 0 - 30 MB | NPU
169
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.474 ms | 0 - 58 MB | NPU
170
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.3 ms | 0 - 15 MB | NPU
171
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8750 | 0.618 ms | 0 - 58 MB | NPU
172
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.337 ms | 0 - 51 MB | NPU
173
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.755 ms | 0 - 52 MB | NPU
174
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.985 ms | 0 - 11 MB | NPU
175
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.293 ms | 0 - 31 MB | NPU
176
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.474 ms | 0 - 2 MB | NPU
177
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.755 ms | 0 - 52 MB | NPU
178
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.779 ms | 0 - 8 MB | NPU
179
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.293 ms | 0 - 31 MB | NPU
180
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 3.392 ms | 0 - 173 MB | NPU
181
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.579 ms | 0 - 33 MB | NPU
182
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.986 ms | 0 - 28 MB | NPU
183
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.238 ms | 0 - 31 MB | NPU
184
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.274 ms | 0 - 31 MB | NPU
185
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.579 ms | 0 - 33 MB | NPU
186
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.274 ms | 0 - 31 MB | NPU
 
 
 
 
 
 
187
 
188
  ## License
189
  * The license for the original implementation of PPE-Detection can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,62 +7,62 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
- "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.25.0"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "w8a8": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-tflite-w8a8.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-onnx-w8a8.zip"
42
  }
43
  }
44
  },
45
- "float": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
- "litert": "1.4.3"
51
  },
52
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-tflite-float.zip"
53
  },
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/v0.55.0/gear_guard_net-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
- "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.25.0"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.55.0/gear_guard_net-onnx-float.zip"
66
  }
67
  }
68
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
+ "qairt": "2.45.0.260326154327",
15
  "onnx_runtime": "1.25.0"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
+ "float": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.4"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-float.zip"
42
  }
43
  }
44
  },
45
+ "w8a8": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
+ "litert": "1.4.4"
51
  },
52
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-tflite-w8a8.zip"
53
  },
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/v0.56.0/gear_guard_net-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
+ "qairt": "2.45.0.260326154327",
63
  "onnx_runtime": "1.25.0"
64
  },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.56.0/gear_guard_net-onnx-w8a8.zip"
66
  }
67
  }
68
  }