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CenterNet-Pose

Keypoint 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 +37 -37
  2. release_assets.json +146 -1
README.md CHANGED
@@ -27,24 +27,24 @@ 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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- | PRECOMPILED_QNN_ONNX | float | qualcomm_qcs8550_proxy | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_qcs9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_snapdragon_8gen3 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_snapdragon_x2_elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | qualcomm_snapdragon_x_elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_qcs8450_proxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_qcs8550_proxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_qcs9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_sa7255p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_sa8295p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_sa8775p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8gen3 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x2_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.50.2/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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  For more device-specific assets and performance metrics, visit **[CenterNet-Pose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_pose)**.
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@@ -73,25 +73,25 @@ See our repository for [CenterNet-Pose on GitHub](https://github.com/qualcomm/ai
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.05 ms | 3 - 13 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 27.4 ms | 44 - 44 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 57.974 ms | 43 - 43 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 38.88 ms | 3 - 10 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 55.846 ms | 0 - 49 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 59.227 ms | 3 - 6 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 30.383 ms | 4 - 11 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.874 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 27.947 ms | 1 - 1 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 58.107 ms | 1 - 1 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 38.874 ms | 1 - 8 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 104.815 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 55.736 ms | 1 - 2 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 59.008 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 59.864 ms | 1 - 4 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 91.073 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 104.815 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 77.463 ms | 0 - 5 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 31.001 ms | 1 - 14 MB | NPU
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  ## License
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  * The license for the original implementation of CenterNet-Pose can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8775p.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_sa7255p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8295p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.51.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[CenterNet-Pose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_pose)**.
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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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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.341 ms | 3 - 13 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 27.786 ms | 44 - 44 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 57.896 ms | 43 - 43 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 38.727 ms | 3 - 10 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 55.991 ms | 0 - 49 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 59.484 ms | 3 - 6 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 30.302 ms | 3 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.745 ms | 1 - 11 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 27.617 ms | 1 - 1 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 57.478 ms | 1 - 1 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 38.782 ms | 1 - 7 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 104.357 ms | 1 - 9 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 57.027 ms | 1 - 2 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 57.547 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 58.736 ms | 1 - 4 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 88.936 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 104.357 ms | 1 - 9 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 79.958 ms | 0 - 6 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 30.631 ms | 1 - 14 MB | NPU
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  ## License
97
  * The license for the original implementation of CenterNet-Pose can be found
release_assets.json CHANGED
@@ -1 +1,146 @@
1
- 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