v0.56.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.
- README.md +80 -78
- release_assets.json +6 -6
README.md
CHANGED
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@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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| 29 |
| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.
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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/sixd_repnet/releases/v0.
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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/sixd_repnet/releases/v0.
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For more device-specific assets and performance metrics, visit **[SixDRepNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sixd_repnet)**.
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@@ -58,82 +58,84 @@ See our repository for [SixDRepNet on GitHub](https://github.com/qualcomm/ai-hub
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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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| 61 |
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| face_detector | ONNX | float | Snapdragon®
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| face_detector | ONNX | float | Snapdragon®
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| 63 |
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| face_detector | ONNX | float | Snapdragon®
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| 64 |
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| face_detector | ONNX | float | Snapdragon® 8 Gen
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| 65 |
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| face_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.
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| 66 |
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| face_detector | ONNX | float |
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| face_detector | ONNX | float |
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| face_detector | ONNX | float |
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| face_detector | ONNX | float | Qualcomm®
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| 70 |
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| face_detector |
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| 71 |
-
| face_detector |
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| 72 |
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| face_detector | QNN_DLC | float | Snapdragon®
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| 73 |
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| face_detector | QNN_DLC | float | Snapdragon®
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| 74 |
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| face_detector | QNN_DLC | float |
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| 75 |
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| face_detector | QNN_DLC | float |
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| 76 |
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| face_detector | QNN_DLC | float | Qualcomm®
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| 77 |
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| face_detector | QNN_DLC | float | Qualcomm®
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| 78 |
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| face_detector | QNN_DLC | float | Qualcomm®
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| 79 |
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| face_detector | QNN_DLC | float |
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| 80 |
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| face_detector | QNN_DLC | float | Qualcomm®
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| 81 |
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| face_detector | QNN_DLC | float |
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| 82 |
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| face_detector | QNN_DLC | float |
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| 83 |
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| face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 19.
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| 84 |
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| face_detector | QNN_DLC | float | Qualcomm® QCS8750 | 6.
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| 85 |
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| face_detector | QNN_DLC | float | Qualcomm® QCS7181 | 16.
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| 86 |
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| face_detector | TFLITE | float | Snapdragon® 8
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| 87 |
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| face_detector | TFLITE | float | Snapdragon® 8 Gen
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| 88 |
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| face_detector | TFLITE | float | Qualcomm® QCS8275 | 28.
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| 89 |
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| face_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.
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| 90 |
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| face_detector | TFLITE | float | Qualcomm® SA8775P |
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| 91 |
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| face_detector | TFLITE | float | Qualcomm® SA8650P |
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| 92 |
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| face_detector | TFLITE | float | Qualcomm® SA8255P |
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| 93 |
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| face_detector | TFLITE | float | Qualcomm® QCS8450
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| 94 |
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| face_detector | TFLITE | float |
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| 95 |
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| face_detector | TFLITE | float | Qualcomm® SA8295P | 20.
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| 96 |
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| face_detector | TFLITE | float | Snapdragon® 8 Elite
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| 97 |
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| face_detector | TFLITE | float | Qualcomm®
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| 98 |
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| face_detector | TFLITE | float | Qualcomm®
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| 99 |
-
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| 100 |
-
| pose_estimator | ONNX | float | Snapdragon® X2 Elite | 1.
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| 101 |
-
| pose_estimator | ONNX | float | Snapdragon® X Elite | 2.
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| 102 |
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| pose_estimator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.
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| 103 |
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| pose_estimator | ONNX | float |
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| 104 |
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| pose_estimator | ONNX | float |
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| 105 |
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| pose_estimator | ONNX | float | Qualcomm®
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| 106 |
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| pose_estimator | ONNX | float |
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| 107 |
-
| pose_estimator | ONNX | float |
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| 108 |
-
| pose_estimator |
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| 109 |
-
| pose_estimator |
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| 110 |
-
| pose_estimator |
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| 111 |
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| pose_estimator | QNN_DLC | float | Snapdragon®
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| 112 |
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| pose_estimator | QNN_DLC | float |
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| 113 |
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| pose_estimator | QNN_DLC | float |
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| 114 |
-
| pose_estimator | QNN_DLC | float |
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| 115 |
-
| pose_estimator | QNN_DLC | float | Qualcomm®
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| 116 |
-
| pose_estimator | QNN_DLC | float | Qualcomm®
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| 117 |
-
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8450
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| 118 |
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| pose_estimator | QNN_DLC | float |
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| 119 |
-
| pose_estimator | QNN_DLC | float | Qualcomm® SA8295P | 5.
|
| 120 |
-
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Elite
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| 121 |
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| 122 |
-
| pose_estimator | QNN_DLC | float | Qualcomm®
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| 123 |
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| pose_estimator | QNN_DLC | float | Qualcomm®
|
| 124 |
-
| pose_estimator |
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| 125 |
| pose_estimator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.249 ms | 0 - 44 MB | NPU
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| 126 |
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| pose_estimator | TFLITE | float |
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| 127 |
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| pose_estimator | TFLITE | float | Qualcomm®
|
| 128 |
-
| pose_estimator | TFLITE | float | Qualcomm®
|
| 129 |
-
| pose_estimator | TFLITE | float | Qualcomm®
|
| 130 |
-
| pose_estimator | TFLITE | float | Qualcomm®
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| 131 |
-
| pose_estimator | TFLITE | float | Qualcomm®
|
| 132 |
-
| pose_estimator | TFLITE | float | Qualcomm®
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| 133 |
-
| pose_estimator | TFLITE | float |
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| 134 |
-
| pose_estimator | TFLITE | float |
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| 135 |
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| pose_estimator | TFLITE | float |
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| 136 |
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| pose_estimator | TFLITE | float | Qualcomm®
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## License
|
| 139 |
* The license for the original implementation of SixDRepNet can be found
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| 28 |
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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/sixd_repnet/releases/v0.56.0/sixd_repnet-onnx-float.zip)
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| 32 |
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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/sixd_repnet/releases/v0.56.0/sixd_repnet-qnn_dlc-float.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/sixd_repnet/releases/v0.56.0/sixd_repnet-tflite-float.zip)
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| 34 |
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| 35 |
For more device-specific assets and performance metrics, visit **[SixDRepNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sixd_repnet)**.
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| 36 |
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| 58 |
## Performance Summary
|
| 59 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 60 |
|---|---|---|---|---|---|---
|
| 61 |
+
| face_detector | ONNX | float | Snapdragon® X2 Elite | 1.914 ms | 208 - 208 MB | NPU
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| 62 |
+
| face_detector | ONNX | float | Snapdragon® X Elite | 3.7 ms | 177 - 177 MB | NPU
|
| 63 |
+
| face_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.188 ms | 2 - 156 MB | NPU
|
| 64 |
+
| face_detector | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.832 ms | 1 - 165 MB | NPU
|
| 65 |
+
| face_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.519 ms | 0 - 15 MB | NPU
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| 66 |
+
| face_detector | ONNX | float | Qualcomm® QCS8450 | 6.832 ms | 1 - 165 MB | NPU
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| 67 |
+
| face_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 1.722 ms | 0 - 166 MB | NPU
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| 68 |
+
| face_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.817 ms | 0 - 159 MB | NPU
|
| 69 |
+
| face_detector | ONNX | float | Qualcomm® QCS9075 | 5.43 ms | 5 - 50 MB | NPU
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| 70 |
+
| face_detector | ONNX | float | Qualcomm® QCS8750 | 1.722 ms | 0 - 166 MB | NPU
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| 71 |
+
| face_detector | ONNX | float | Qualcomm® QCS7181 | 3.7 ms | 177 - 177 MB | NPU
|
| 72 |
+
| face_detector | QNN_DLC | float | Snapdragon® X2 Elite | 5.851 ms | 5 - 5 MB | NPU
|
| 73 |
+
| face_detector | QNN_DLC | float | Snapdragon® X Elite | 16.58 ms | 5 - 5 MB | NPU
|
| 74 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.334 ms | 5 - 177 MB | NPU
|
| 75 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 24.527 ms | 3 - 174 MB | NPU
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| 76 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8275 | 28.241 ms | 0 - 150 MB | NPU
|
| 77 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 15.615 ms | 5 - 6 MB | NPU
|
| 78 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8450 | 24.527 ms | 3 - 174 MB | NPU
|
| 79 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 6.918 ms | 0 - 154 MB | NPU
|
| 80 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA8295P | 20.645 ms | 0 - 150 MB | NPU
|
| 81 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.455 ms | 5 - 158 MB | NPU
|
| 82 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA7255P | 28.241 ms | 0 - 150 MB | NPU
|
| 83 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 19.595 ms | 5 - 12 MB | NPU
|
| 84 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8750 | 6.918 ms | 0 - 154 MB | NPU
|
| 85 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS7181 | 16.58 ms | 5 - 5 MB | NPU
|
| 86 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 9.267 ms | 1 - 168 MB | NPU
|
| 87 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 24.64 ms | 0 - 172 MB | NPU
|
| 88 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8275 | 28.279 ms | 1 - 150 MB | NPU
|
| 89 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.655 ms | 1 - 3 MB | NPU
|
| 90 |
+
| face_detector | TFLITE | float | Qualcomm® SA8775P | 7.778 ms | 1 - 32 MB | GPU
|
| 91 |
+
| face_detector | TFLITE | float | Qualcomm® SA8650P | 7.778 ms | 1 - 32 MB | GPU
|
| 92 |
+
| face_detector | TFLITE | float | Qualcomm® SA8255P | 7.778 ms | 1 - 32 MB | GPU
|
| 93 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8450 | 24.64 ms | 0 - 172 MB | NPU
|
| 94 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 6.919 ms | 1 - 150 MB | NPU
|
| 95 |
+
| face_detector | TFLITE | float | Qualcomm® SA8295P | 20.674 ms | 1 - 151 MB | NPU
|
| 96 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.488 ms | 1 - 154 MB | NPU
|
| 97 |
+
| face_detector | TFLITE | float | Qualcomm® SA7255P | 28.279 ms | 1 - 150 MB | NPU
|
| 98 |
+
| face_detector | TFLITE | float | Qualcomm® QCS9075 | 19.262 ms | 0 - 9 MB | NPU
|
| 99 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8750 | 6.919 ms | 1 - 150 MB | NPU
|
| 100 |
+
| pose_estimator | ONNX | float | Snapdragon® X2 Elite | 1.299 ms | 212 - 212 MB | NPU
|
| 101 |
+
| pose_estimator | ONNX | float | Snapdragon® X Elite | 2.619 ms | 148 - 148 MB | NPU
|
| 102 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.078 ms | 1 - 28 MB | NPU
|
| 103 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 5.545 ms | 1 - 27 MB | NPU
|
| 104 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.72 ms | 0 - 82 MB | NPU
|
| 105 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS8450 | 5.545 ms | 1 - 27 MB | NPU
|
| 106 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Elite Mobile | 1.64 ms | 0 - 24 MB | NPU
|
| 107 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.331 ms | 1 - 24 MB | NPU
|
| 108 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS9075 | 4.548 ms | 1 - 46 MB | NPU
|
| 109 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS8750 | 1.64 ms | 0 - 24 MB | NPU
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| 110 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS7181 | 2.619 ms | 148 - 148 MB | NPU
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| 111 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® X2 Elite | 1.479 ms | 1 - 1 MB | NPU
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| 112 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® X Elite | 2.867 ms | 1 - 1 MB | NPU
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| 113 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.236 ms | 0 - 41 MB | NPU
|
| 114 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.514 ms | 0 - 40 MB | NPU
|
| 115 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8275 | 17.821 ms | 1 - 25 MB | NPU
|
| 116 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.776 ms | 1 - 3 MB | NPU
|
| 117 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8450 | 6.514 ms | 0 - 40 MB | NPU
|
| 118 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.736 ms | 1 - 27 MB | NPU
|
| 119 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA8295P | 5.39 ms | 0 - 26 MB | NPU
|
| 120 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.424 ms | 1 - 29 MB | NPU
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| 121 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA7255P | 17.821 ms | 1 - 25 MB | NPU
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| 122 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS9075 | 4.902 ms | 3 - 5 MB | NPU
|
| 123 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8750 | 1.736 ms | 1 - 27 MB | NPU
|
| 124 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS7181 | 2.867 ms | 1 - 1 MB | NPU
|
| 125 |
| pose_estimator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.249 ms | 0 - 44 MB | NPU
|
| 126 |
+
| pose_estimator | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.49 ms | 0 - 46 MB | NPU
|
| 127 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS8275 | 17.388 ms | 0 - 26 MB | NPU
|
| 128 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.852 ms | 0 - 2 MB | NPU
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| 129 |
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| pose_estimator | TFLITE | float | Qualcomm® SA8775P | 41.489 ms | 0 - 17 MB | GPU
|
| 130 |
+
| pose_estimator | TFLITE | float | Qualcomm® SA8650P | 41.489 ms | 0 - 17 MB | GPU
|
| 131 |
+
| pose_estimator | TFLITE | float | Qualcomm® SA8255P | 41.489 ms | 0 - 17 MB | GPU
|
| 132 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS8450 | 6.49 ms | 0 - 46 MB | NPU
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| 133 |
+
| pose_estimator | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.704 ms | 0 - 30 MB | NPU
|
| 134 |
+
| pose_estimator | TFLITE | float | Qualcomm® SA8295P | 5.356 ms | 0 - 29 MB | NPU
|
| 135 |
+
| pose_estimator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.378 ms | 0 - 29 MB | NPU
|
| 136 |
+
| pose_estimator | TFLITE | float | Qualcomm® SA7255P | 17.388 ms | 0 - 26 MB | NPU
|
| 137 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS9075 | 4.739 ms | 0 - 78 MB | NPU
|
| 138 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS8750 | 1.704 ms | 0 - 30 MB | NPU
|
| 139 |
|
| 140 |
## License
|
| 141 |
* The license for the original implementation of SixDRepNet can be found
|
release_assets.json
CHANGED
|
@@ -1,27 +1,27 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
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| 3 |
"precisions": {
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| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"tflite": {
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| 7 |
"tool_versions": {
|
| 8 |
"qairt": "2.45.0.260326154327",
|
| 9 |
-
"litert": "1.4.
|
| 10 |
},
|
| 11 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.
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| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
"qairt": "2.45.0.260326154327"
|
| 16 |
},
|
| 17 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.
|
| 18 |
},
|
| 19 |
"onnx": {
|
| 20 |
"tool_versions": {
|
| 21 |
-
"qairt": "2.
|
| 22 |
"onnx_runtime": "1.25.0"
|
| 23 |
},
|
| 24 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.
|
| 25 |
}
|
| 26 |
}
|
| 27 |
}
|
|
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|
| 1 |
{
|
| 2 |
+
"version": "0.56.0",
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"tflite": {
|
| 7 |
"tool_versions": {
|
| 8 |
"qairt": "2.45.0.260326154327",
|
| 9 |
+
"litert": "1.4.4"
|
| 10 |
},
|
| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.56.0/sixd_repnet-tflite-float.zip"
|
| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
"qairt": "2.45.0.260326154327"
|
| 16 |
},
|
| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.56.0/sixd_repnet-qnn_dlc-float.zip"
|
| 18 |
},
|
| 19 |
"onnx": {
|
| 20 |
"tool_versions": {
|
| 21 |
+
"qairt": "2.45.0.260326154327",
|
| 22 |
"onnx_runtime": "1.25.0"
|
| 23 |
},
|
| 24 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.56.0/sixd_repnet-onnx-float.zip"
|
| 25 |
}
|
| 26 |
}
|
| 27 |
}
|