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CenterNet-Pose

Keypoint Detection
PyTorch
android
Model card Files
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Community
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v0.44.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (29) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +18 -19
  4. precompiled/qualcomm-qcs8275-proxy/CenterNet-Pose_float.bin +1 -1
  5. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +1 -1
  6. precompiled/qualcomm-qcs8450-proxy/CenterNet-Pose_float.bin +1 -1
  7. precompiled/qualcomm-qcs8450-proxy/tool-versions.yaml +1 -1
  8. precompiled/qualcomm-qcs8550-proxy/CenterNet-Pose_float.bin +1 -1
  9. precompiled/qualcomm-qcs8550-proxy/CenterNet-Pose_float.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs9075-proxy/CenterNet-Pose_float.bin +2 -2
  11. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +1 -1
  12. precompiled/qualcomm-sa7255p/CenterNet-Pose_float.bin +1 -1
  13. precompiled/qualcomm-sa7255p/tool-versions.yaml +1 -1
  14. precompiled/qualcomm-sa8255p-proxy/CenterNet-Pose_float.bin +1 -1
  15. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +1 -1
  16. precompiled/qualcomm-sa8295p/CenterNet-Pose_float.bin +1 -1
  17. precompiled/qualcomm-sa8295p/tool-versions.yaml +1 -1
  18. precompiled/qualcomm-sa8650p-proxy/CenterNet-Pose_float.bin +1 -1
  19. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +1 -1
  20. precompiled/qualcomm-sa8775p/CenterNet-Pose_float.bin +2 -2
  21. precompiled/qualcomm-sa8775p/tool-versions.yaml +1 -1
  22. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/CenterNet-Pose_float.bin +1 -1
  23. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/CenterNet-Pose_float.onnx.zip +2 -2
  24. precompiled/qualcomm-snapdragon-8-elite-gen5/CenterNet-Pose_float.bin +1 -1
  25. precompiled/qualcomm-snapdragon-8-elite-gen5/CenterNet-Pose_float.onnx.zip +2 -2
  26. precompiled/qualcomm-snapdragon-8gen3/CenterNet-Pose_float.bin +1 -1
  27. precompiled/qualcomm-snapdragon-8gen3/CenterNet-Pose_float.onnx.zip +2 -2
  28. precompiled/qualcomm-snapdragon-x-elite/CenterNet-Pose_float.bin +1 -1
  29. precompiled/qualcomm-snapdragon-x-elite/CenterNet-Pose_float.onnx.zip +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/xingyizhou/CenterNet/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/xingyizhou/CenterNet/blob/master/LICENSE.
 
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 | 103.324 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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@@ -228,7 +228,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
228
  ## License
229
  * The license for the original implementation of CenterNet-Pose can be found
230
  [here](https://github.com/xingyizhou/CenterNet/blob/master/LICENSE).
231
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | CenterNet-Pose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 103.893 ms | 1 - 10 MB | NPU | Use Export Script |
39
+ | CenterNet-Pose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 80.654 ms | 1 - 21 MB | NPU | Use Export Script |
40
+ | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 53.778 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 53.93 ms | 0 - 49 MB | NPU | Use Export Script |
42
+ | CenterNet-Pose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 56.327 ms | 1 - 10 MB | NPU | Use Export Script |
43
+ | CenterNet-Pose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 103.893 ms | 1 - 10 MB | NPU | Use Export Script |
44
+ | CenterNet-Pose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 53.839 ms | 1 - 4 MB | NPU | Use Export Script |
45
+ | CenterNet-Pose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 70.476 ms | 1 - 15 MB | NPU | Use Export Script |
46
+ | CenterNet-Pose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 53.757 ms | 1 - 3 MB | NPU | Use Export Script |
47
+ | CenterNet-Pose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 56.327 ms | 1 - 10 MB | NPU | Use Export Script |
48
+ | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 40.207 ms | 1 - 19 MB | NPU | Use Export Script |
49
+ | CenterNet-Pose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 39.089 ms | 3 - 23 MB | NPU | Use Export Script |
50
+ | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 29.551 ms | 1 - 13 MB | NPU | Use Export Script |
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+ | CenterNet-Pose | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 32.027 ms | 3 - 17 MB | NPU | Use Export Script |
52
+ | CenterNet-Pose | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 26.691 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 | 28.111 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 | 55.485 ms | 1 - 1 MB | NPU | Use Export Script |
55
+ | CenterNet-Pose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 55.471 ms | 44 - 44 MB | NPU | Use Export Script |
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  ## License
229
  * The license for the original implementation of CenterNet-Pose can be found
230
  [here](https://github.com/xingyizhou/CenterNet/blob/master/LICENSE).
 
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