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RTMPose-Body2d

Keypoint Detection
PyTorch
LiteRT
android
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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 (8) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +50 -50
  4. RTMPose-Body2d_float.dlc +1 -1
  5. RTMPose-Body2d_float.onnx.zip +2 -2
  6. RTMPose-Body2d_float.tflite +2 -2
  7. RTMPose-Body2d_w8a16.dlc +1 -1
  8. RTMPose-Body2d_w8a16.onnx.zip +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/open-mmlab/mmpose/blob/main/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/open-mmlab/mmpose/blob/main/LICENSE.
 
README.md CHANGED
@@ -35,55 +35,56 @@ 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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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.663 ms | 0 - 37 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.537 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.036 ms | 0 - 63 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.544 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.873 ms | 0 - 257 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.788 ms | 0 - 108 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.287 ms | 1 - 107 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.569 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.488 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.663 ms | 0 - 37 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.537 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.889 ms | 0 - 258 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.795 ms | 0 - 101 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
51
- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.651 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
52
- | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.547 ms | 0 - 27 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.891 ms | 0 - 257 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.797 ms | 0 - 110 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.569 ms | 0 - 36 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
56
- | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.488 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.377 ms | 0 - 63 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.324 ms | 0 - 33 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.726 ms | 0 - 30 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.144 ms | 0 - 42 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.083 ms | 1 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.377 ms | 0 - 23 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.96 ms | 0 - 40 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.924 ms | 0 - 28 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
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- | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.245 ms | 0 - 26 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
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- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.879 ms | 124 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
67
- | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.272 ms | 36 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
68
- | RTMPose-Body2d | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 177.67 ms | 39 - 52 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
69
- | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.064 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.814 ms | 0 - 110 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.528 ms | 0 - 76 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
72
- | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.09 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 77.84 ms | 28 - 67 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
74
- | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.064 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
75
- | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.82 ms | 0 - 109 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.827 ms | 0 - 110 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.09 ms | 0 - 32 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.24 ms | 0 - 54 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.708 ms | 0 - 50 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
80
- | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.912 ms | 0 - 42 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.355 ms | 0 - 35 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
82
- | RTMPose-Body2d | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 84.688 ms | 48 - 66 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
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- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.779 ms | 0 - 38 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
84
- | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.254 ms | 0 - 38 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
85
- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.01 ms | 101 - 101 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
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- | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.668 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
 
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@@ -261,7 +262,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
262
  * The license for the original implementation of RTMPose-Body2d can be found
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  [here](https://github.com/open-mmlab/mmpose/blob/main/LICENSE).
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- * 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
+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.523 ms | 0 - 139 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
39
+ | RTMPose-Body2d | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.508 ms | 1 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
40
+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.542 ms | 0 - 189 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
41
+ | RTMPose-Body2d | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.535 ms | 1 - 160 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
42
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.714 ms | 0 - 3 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
43
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.792 ms | 1 - 2 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
44
+ | RTMPose-Body2d | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.272 ms | 0 - 41 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
45
+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.491 ms | 0 - 138 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
46
+ | RTMPose-Body2d | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.505 ms | 1 - 125 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
47
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.523 ms | 0 - 139 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
48
+ | RTMPose-Body2d | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.508 ms | 1 - 124 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
49
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.729 ms | 0 - 2 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
50
+ | RTMPose-Body2d | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.798 ms | 1 - 3 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
51
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.551 ms | 0 - 148 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
52
+ | RTMPose-Body2d | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.577 ms | 0 - 133 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
53
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.724 ms | 0 - 3 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
54
+ | RTMPose-Body2d | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.798 ms | 1 - 3 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
55
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.491 ms | 0 - 138 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
56
+ | RTMPose-Body2d | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.505 ms | 1 - 125 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
57
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.303 ms | 0 - 182 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
58
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.327 ms | 1 - 151 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
59
+ | RTMPose-Body2d | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.714 ms | 0 - 125 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
60
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.099 ms | 0 - 140 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
61
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.085 ms | 0 - 128 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
62
+ | RTMPose-Body2d | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.381 ms | 0 - 100 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
63
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.911 ms | 0 - 141 MB | NPU | [RTMPose-Body2d.tflite](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.tflite) |
64
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.915 ms | 1 - 128 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
65
+ | RTMPose-Body2d | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.262 ms | 1 - 101 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
66
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.909 ms | 1 - 1 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.dlc) |
67
+ | RTMPose-Body2d | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.268 ms | 36 - 36 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d.onnx.zip) |
68
+ | RTMPose-Body2d | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 89.299 ms | 45 - 60 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
69
+ | RTMPose-Body2d | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 176.198 ms | 43 - 55 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
70
+ | RTMPose-Body2d | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.841 ms | 0 - 140 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
71
+ | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.735 ms | 0 - 2 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
72
+ | RTMPose-Body2d | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.478 ms | 0 - 22 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
73
+ | RTMPose-Body2d | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.109 ms | 0 - 140 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
74
+ | RTMPose-Body2d | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 78.222 ms | 27 - 71 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
75
+ | RTMPose-Body2d | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.841 ms | 0 - 140 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
76
+ | RTMPose-Body2d | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.74 ms | 0 - 2 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
77
+ | RTMPose-Body2d | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.723 ms | 0 - 2 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
78
+ | RTMPose-Body2d | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.109 ms | 0 - 140 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
79
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.221 ms | 0 - 174 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
80
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.711 ms | 0 - 153 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
81
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.886 ms | 0 - 143 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
82
+ | RTMPose-Body2d | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.355 ms | 0 - 122 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
83
+ | RTMPose-Body2d | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 84.732 ms | 47 - 64 MB | CPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
84
+ | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.75 ms | 0 - 142 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
85
+ | RTMPose-Body2d | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.261 ms | 0 - 122 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
86
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.951 ms | 0 - 0 MB | NPU | [RTMPose-Body2d.dlc](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.dlc) |
87
+ | RTMPose-Body2d | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.663 ms | 19 - 19 MB | NPU | [RTMPose-Body2d.onnx.zip](https://huggingface.co/qualcomm/RTMPose-Body2d/blob/main/RTMPose-Body2d_w8a16.onnx.zip) |
88
 
89
 
90
 
 
262
  ## License
263
  * The license for the original implementation of RTMPose-Body2d can be found
264
  [here](https://github.com/open-mmlab/mmpose/blob/main/LICENSE).
 
265
 
266
 
267
 
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