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CenterNet-Pose

Keypoint Detection
PyTorch
android
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v0.43.0

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See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (6) hide show
  1. README.md +18 -18
  2. precompiled/qualcomm-qcs8550-proxy/CenterNet-Pose_float.onnx.zip +2 -2
  3. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/CenterNet-Pose_float.onnx.zip +2 -2
  4. precompiled/qualcomm-snapdragon-8-elite-gen5/CenterNet-Pose_float.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-8gen3/CenterNet-Pose_float.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/CenterNet-Pose_float.onnx.zip +1 -1
README.md CHANGED
@@ -35,24 +35,24 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | CenterNet-Pose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 103.205 ms | 1 - 10 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 79.242 ms | 1 - 19 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 53.581 ms | 1 - 4 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 53.542 ms | 0 - 49 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 253.866 ms | 1 - 11 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 103.205 ms | 1 - 10 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 53.9 ms | 1 - 4 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 70.673 ms | 1 - 16 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 53.879 ms | 1 - 3 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 253.866 ms | 1 - 11 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 40.094 ms | 1 - 19 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 38.927 ms | 3 - 23 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 29.634 ms | 1 - 17 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 31.216 ms | 3 - 18 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 27.109 ms | 1 - 12 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 27.743 ms | 3 - 14 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 55.411 ms | 1 - 1 MB | NPU | Use Export Script |
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- | CenterNet-Pose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 55.607 ms | 44 - 44 MB | NPU | Use Export Script |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | CenterNet-Pose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 103.324 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 81.288 ms | 1 - 22 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 53.763 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 53.745 ms | 0 - 51 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 56.285 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 103.324 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 53.703 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 70.891 ms | 1 - 17 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 53.484 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 56.285 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 39.9 ms | 1 - 19 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 39.191 ms | 3 - 23 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 30.008 ms | 1 - 17 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 31.888 ms | 3 - 15 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 26.844 ms | 1 - 12 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 28.041 ms | 3 - 14 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 55.376 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 55.357 ms | 44 - 44 MB | NPU | Use Export Script |
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