v0.55.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.
- README.md +79 -75
- release_assets.json +5 -5
README.md
CHANGED
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@@ -28,9 +28,9 @@ 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.
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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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@@ -58,78 +58,82 @@ 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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| face_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.
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| face_detector | ONNX | float | Snapdragon®
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| face_detector | ONNX | float | Snapdragon®
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| face_detector | ONNX | float | Snapdragon®
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| face_detector | ONNX | float |
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| face_detector | ONNX | float | Snapdragon® 8
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| face_detector | ONNX | float | Qualcomm®
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| face_detector | ONNX | float |
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| face_detector | ONNX | float | Qualcomm®
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| face_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.
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| face_detector | QNN_DLC | float | Snapdragon®
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| face_detector | QNN_DLC | float | Snapdragon®
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| face_detector | QNN_DLC | float | Snapdragon®
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| face_detector | QNN_DLC | float |
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| face_detector | QNN_DLC | float |
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| face_detector | QNN_DLC | float | Qualcomm®
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| face_detector | QNN_DLC | float | Qualcomm®
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| face_detector | QNN_DLC | float | Qualcomm®
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| face_detector | QNN_DLC | float | Qualcomm®
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| face_detector | QNN_DLC | float | Qualcomm® SA7255P | 28.
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| 81 |
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| face_detector | QNN_DLC | float | Qualcomm® SA8295P | 20.
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| 82 |
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| face_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.
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| face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 19.
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| face_detector | QNN_DLC | float | Qualcomm®
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| face_detector |
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| face_detector | TFLITE | float | Snapdragon® 8 Elite Mobile |
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| face_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 9.
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float | Qualcomm® SA8775P | 16.
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float |
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| face_detector | TFLITE | float | Qualcomm®
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| face_detector | TFLITE | float |
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| pose_estimator | ONNX | float | Snapdragon®
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| pose_estimator | ONNX | float | Snapdragon®
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| 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 | Qualcomm® QCS8550 (Proxy) | 2.
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| 104 |
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| pose_estimator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.
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| 105 |
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| pose_estimator | ONNX | float | Qualcomm® QCS9075 | 4.
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| 106 |
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| pose_estimator |
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| 107 |
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| pose_estimator |
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| pose_estimator | QNN_DLC | float | Snapdragon®
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| 109 |
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| pose_estimator | QNN_DLC | float | Snapdragon®
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| pose_estimator | QNN_DLC | float | Snapdragon® X Elite | 2.
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| 111 |
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| pose_estimator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| 113 |
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| 114 |
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| pose_estimator | QNN_DLC | float | Qualcomm® SA8775P | 4.
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| pose_estimator | QNN_DLC | float |
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| pose_estimator | QNN_DLC | float | Qualcomm®
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| pose_estimator | QNN_DLC | float |
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| 121 |
-
| pose_estimator |
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| 122 |
-
| pose_estimator |
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| pose_estimator |
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| pose_estimator | TFLITE | float |
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| pose_estimator | TFLITE | float |
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| 126 |
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| pose_estimator | TFLITE | float | Qualcomm®
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| 127 |
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| pose_estimator | TFLITE | float | Qualcomm®
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| 128 |
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| pose_estimator | TFLITE | float | Qualcomm®
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| 129 |
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| pose_estimator | TFLITE | float | Qualcomm®
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| pose_estimator | TFLITE | float |
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| 131 |
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| pose_estimator | TFLITE | float | Qualcomm®
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| pose_estimator | TFLITE | float | Qualcomm®
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## License
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* The license for the original implementation of SixDRepNet can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 30 |
|---|---|---|---|---|
|
| 31 |
+
| 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/sixd_repnet/releases/v0.55.0/sixd_repnet-onnx-float.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/sixd_repnet/releases/v0.55.0/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/v0.55.0/sixd_repnet-tflite-float.zip)
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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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## Performance Summary
|
| 59 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 60 |
|---|---|---|---|---|---|---
|
| 61 |
+
| face_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.49 ms | 0 - 166 MB | NPU
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| 62 |
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| face_detector | ONNX | float | Snapdragon® X2 Elite | 1.607 ms | 208 - 208 MB | NPU
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| 63 |
+
| face_detector | ONNX | float | Snapdragon® X Elite | 3.644 ms | 176 - 176 MB | NPU
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| 64 |
+
| face_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.24 ms | 0 - 174 MB | NPU
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| 65 |
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| face_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.541 ms | 0 - 42 MB | NPU
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| 66 |
+
| face_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.809 ms | 0 - 164 MB | NPU
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| 67 |
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| face_detector | ONNX | float | Qualcomm® QCS9075 | 5.335 ms | 5 - 50 MB | NPU
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| 68 |
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| face_detector | ONNX | float | Qualcomm® QCS8750 | 1.809 ms | 0 - 164 MB | NPU
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| 69 |
+
| face_detector | ONNX | float | Qualcomm® QCS7181 | 3.644 ms | 176 - 176 MB | NPU
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| 70 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.425 ms | 5 - 158 MB | NPU
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| 71 |
+
| face_detector | QNN_DLC | float | Snapdragon® X2 Elite | 5.832 ms | 5 - 5 MB | NPU
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| 72 |
+
| face_detector | QNN_DLC | float | Snapdragon® X Elite | 16.701 ms | 5 - 5 MB | NPU
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| 73 |
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| face_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.303 ms | 5 - 172 MB | NPU
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| face_detector | QNN_DLC | float | Qualcomm® QCS8275 | 28.301 ms | 1 - 151 MB | NPU
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+
| face_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 15.574 ms | 5 - 88 MB | NPU
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| 76 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA8775P | 16.569 ms | 1 - 153 MB | NPU
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+
| face_detector | QNN_DLC | float | Qualcomm® SA8650P | 16.569 ms | 1 - 153 MB | NPU
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| 78 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA8255P | 16.569 ms | 1 - 153 MB | NPU
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| 79 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 24.66 ms | 5 - 175 MB | NPU
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| 80 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA7255P | 28.301 ms | 1 - 151 MB | NPU
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| 81 |
+
| face_detector | QNN_DLC | float | Qualcomm® SA8295P | 20.599 ms | 0 - 150 MB | NPU
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| 82 |
+
| face_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.916 ms | 0 - 150 MB | NPU
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| 83 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 19.394 ms | 5 - 12 MB | NPU
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| 84 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS8750 | 6.916 ms | 0 - 150 MB | NPU
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| 85 |
+
| face_detector | QNN_DLC | float | Qualcomm® QCS7181 | 16.701 ms | 5 - 5 MB | NPU
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| 86 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.472 ms | 1 - 155 MB | NPU
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| 87 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 9.279 ms | 0 - 166 MB | NPU
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| 88 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8275 | 28.329 ms | 1 - 150 MB | NPU
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| 89 |
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| face_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.649 ms | 1 - 3 MB | NPU
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| 90 |
+
| face_detector | TFLITE | float | Qualcomm® SA8775P | 16.518 ms | 1 - 154 MB | NPU
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| 91 |
+
| face_detector | TFLITE | float | Qualcomm® SA8650P | 16.518 ms | 1 - 154 MB | NPU
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| 92 |
+
| face_detector | TFLITE | float | Qualcomm® SA8255P | 16.518 ms | 1 - 154 MB | NPU
|
| 93 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 24.642 ms | 1 - 173 MB | NPU
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| 94 |
+
| face_detector | TFLITE | float | Qualcomm® SA7255P | 28.329 ms | 1 - 150 MB | NPU
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| 95 |
+
| face_detector | TFLITE | float | Qualcomm® SA8295P | 20.681 ms | 1 - 151 MB | NPU
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| 96 |
+
| face_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.928 ms | 0 - 149 MB | NPU
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| 97 |
+
| face_detector | TFLITE | float | Qualcomm® QCS9075 | 19.232 ms | 0 - 9 MB | NPU
|
| 98 |
+
| face_detector | TFLITE | float | Qualcomm® QCS8750 | 6.928 ms | 0 - 149 MB | NPU
|
| 99 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.329 ms | 1 - 27 MB | NPU
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| 100 |
+
| pose_estimator | ONNX | float | Snapdragon® X2 Elite | 1.295 ms | 211 - 211 MB | NPU
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| 101 |
+
| pose_estimator | ONNX | float | Snapdragon® X Elite | 2.491 ms | 156 - 156 MB | NPU
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| 102 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.062 ms | 0 - 41 MB | NPU
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| 103 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.632 ms | 0 - 374 MB | NPU
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| 104 |
+
| pose_estimator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.637 ms | 0 - 24 MB | NPU
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| 105 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS9075 | 4.56 ms | 1 - 46 MB | NPU
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| 106 |
+
| pose_estimator | ONNX | float | Qualcomm® QCS8750 | 1.637 ms | 0 - 24 MB | NPU
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| 107 |
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| pose_estimator | ONNX | float | Qualcomm® QCS7181 | 2.491 ms | 156 - 156 MB | NPU
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| 108 |
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| pose_estimator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.42 ms | 1 - 29 MB | NPU
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| pose_estimator | QNN_DLC | float | Snapdragon® X2 Elite | 1.517 ms | 1 - 1 MB | NPU
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| pose_estimator | QNN_DLC | float | Snapdragon® X Elite | 2.855 ms | 1 - 1 MB | NPU
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| 111 |
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| pose_estimator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.241 ms | 0 - 39 MB | NPU
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| pose_estimator | QNN_DLC | float | Qualcomm® QCS8275 | 17.824 ms | 1 - 25 MB | NPU
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| 113 |
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| pose_estimator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.774 ms | 1 - 2 MB | NPU
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| 114 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA8775P | 4.793 ms | 0 - 26 MB | NPU
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| 115 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA8650P | 4.793 ms | 0 - 26 MB | NPU
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| 116 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA8255P | 4.793 ms | 0 - 26 MB | NPU
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| 117 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 6.534 ms | 0 - 39 MB | NPU
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| 118 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® SA7255P | 17.824 ms | 1 - 25 MB | NPU
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| 119 |
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| pose_estimator | QNN_DLC | float | Qualcomm® SA8295P | 5.402 ms | 1 - 22 MB | NPU
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| 120 |
+
| pose_estimator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.684 ms | 1 - 27 MB | NPU
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| 121 |
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| pose_estimator | QNN_DLC | float | Qualcomm® QCS9075 | 4.905 ms | 3 - 5 MB | NPU
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| 122 |
+
| pose_estimator | QNN_DLC | float | Qualcomm® QCS8750 | 1.684 ms | 1 - 27 MB | NPU
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| 123 |
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| pose_estimator | QNN_DLC | float | Qualcomm® QCS7181 | 2.855 ms | 1 - 1 MB | NPU
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| 124 |
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| pose_estimator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.366 ms | 0 - 30 MB | NPU
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| 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 | Qualcomm® QCS8275 | 17.402 ms | 0 - 26 MB | NPU
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| 127 |
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| pose_estimator | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.848 ms | 0 - 2 MB | NPU
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| 128 |
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| pose_estimator | TFLITE | float | Qualcomm® SA8775P | 4.799 ms | 0 - 27 MB | NPU
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| 129 |
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| pose_estimator | TFLITE | float | Qualcomm® SA8650P | 4.799 ms | 0 - 27 MB | NPU
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| 130 |
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| pose_estimator | TFLITE | float | Qualcomm® SA8255P | 4.799 ms | 0 - 27 MB | NPU
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| 131 |
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| pose_estimator | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.509 ms | 0 - 47 MB | NPU
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| 132 |
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| pose_estimator | TFLITE | float | Qualcomm® SA7255P | 17.402 ms | 0 - 26 MB | NPU
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| 133 |
+
| pose_estimator | TFLITE | float | Qualcomm® SA8295P | 5.346 ms | 0 - 27 MB | NPU
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| 134 |
+
| pose_estimator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.707 ms | 0 - 30 MB | NPU
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| 135 |
+
| pose_estimator | TFLITE | float | Qualcomm® QCS9075 | 4.743 ms | 0 - 78 MB | NPU
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| 136 |
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| pose_estimator | TFLITE | float | Qualcomm® QCS8750 | 1.707 ms | 0 - 30 MB | NPU
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| 137 |
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| 138 |
## License
|
| 139 |
* The license for the original implementation of SixDRepNet can be found
|
release_assets.json
CHANGED
|
@@ -1,5 +1,5 @@
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{
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-
"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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@@ -8,20 +8,20 @@
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
|
| 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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},
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| 13 |
"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.
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},
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"onnx": {
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"tool_versions": {
|
| 21 |
"qairt": "2.42.0.251225135753_193295",
|
| 22 |
-
"onnx_runtime": "1.
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| 23 |
},
|
| 24 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.
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}
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| 26 |
}
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| 27 |
}
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{
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+
"version": "0.55.0",
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"precisions": {
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"float": {
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"universal_assets": {
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|
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"qairt": "2.45.0.260326154327",
|
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"litert": "1.4.3"
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},
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| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.55.0/sixd_repnet-tflite-float.zip"
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| 12 |
},
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| 13 |
"qnn_dlc": {
|
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"tool_versions": {
|
| 15 |
"qairt": "2.45.0.260326154327"
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| 16 |
},
|
| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.55.0/sixd_repnet-qnn_dlc-float.zip"
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| 18 |
},
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| 19 |
"onnx": {
|
| 20 |
"tool_versions": {
|
| 21 |
"qairt": "2.42.0.251225135753_193295",
|
| 22 |
+
"onnx_runtime": "1.25.0"
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| 23 |
},
|
| 24 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sixd_repnet/releases/v0.55.0/sixd_repnet-onnx-float.zip"
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| 25 |
}
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| 26 |
}
|
| 27 |
}
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