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RTMPose-Body2d

Keypoint Detection
PyTorch
android
Model card Files
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

Files changed (2) hide show
  1. README.md +60 -60
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: keypoint-detection
14
  RTMPose is a machine learning model that detects human pose and returns a location and confidence for each of 133 joints.
15
 
16
  This is based on the implementation of RTMPose-Body2d found [here](https://github.com/open-mmlab/mmpose/tree/main/projects/rtmpose).
17
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/rtmpose_body2d) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
@@ -27,24 +27,24 @@ Below are pre-exported model assets ready for deployment.
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[RTMPose-Body2d on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rtmpose_body2d)**.
36
 
37
 
38
  ### Option 2: Export with Custom Configurations
39
 
40
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/rtmpose_body2d) Python library to compile and export the model with your own:
41
  - Custom weights (e.g., fine-tuned checkpoints)
42
  - Custom input shapes
43
  - Target device and runtime configurations
44
 
45
  This option is ideal if you need to customize the model beyond the default configuration provided here.
46
 
47
- See our repository for [RTMPose-Body2d on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/rtmpose_body2d) for usage instructions.
48
 
49
  ## Model Details
50
 
@@ -59,62 +59,62 @@ See our repository for [RTMPose-Body2d on GitHub](https://github.com/qualcomm/ai
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
- | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.925 ms | 0 - 40 MB | NPU
63
- | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.086 ms | 0 - 43 MB | NPU
64
- | RTMPose-Body2d | ONNX | float | Snapdragon® X2 Elite | 0.92 ms | 2 - 2 MB | NPU
65
- | RTMPose-Body2d | ONNX | float | Snapdragon® X Elite | 1.737 ms | 37 - 37 MB | NPU
66
- | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.308 ms | 0 - 61 MB | NPU
67
- | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.182 ms | 0 - 67 MB | NPU
68
- | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 2.573 ms | 1 - 6 MB | NPU
69
- | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.774 ms | 0 - 41 MB | NPU
70
- | RTMPose-Body2d | ONNX | float | Qualcomm® QCS8450 | 3.182 ms | 0 - 67 MB | NPU
71
- | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 2.335 ms | 0 - 4 MB | NPU
72
- | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.737 ms | 37 - 37 MB | NPU
73
- | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.086 ms | 0 - 43 MB | NPU
74
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.762 ms | 0 - 65 MB | NPU
75
  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.874 ms | 0 - 62 MB | NPU
76
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® X2 Elite | 0.785 ms | 1 - 1 MB | NPU
77
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® X Elite | 1.836 ms | 20 - 20 MB | NPU
78
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.21 ms | 0 - 95 MB | NPU
79
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.213 ms | 0 - 93 MB | NPU
80
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 6.417 ms | 2 - 5 MB | NPU
81
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.748 ms | 0 - 4 MB | NPU
82
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.779 ms | 0 - 22 MB | NPU
83
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® QCS8450 | 2.213 ms | 0 - 93 MB | NPU
84
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.905 ms | 0 - 3 MB | NPU
85
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.836 ms | 20 - 20 MB | NPU
86
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 12.29 ms | 2 - 174 MB | NPU
87
- | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.484 ms | 0 - 167 MB | NPU
88
  | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.874 ms | 0 - 62 MB | NPU
89
- | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.484 ms | 0 - 167 MB | NPU
90
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.941 ms | 1 - 37 MB | NPU
91
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.066 ms | 1 - 36 MB | NPU
92
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X2 Elite | 1.082 ms | 1 - 1 MB | NPU
93
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X Elite | 1.863 ms | 1 - 1 MB | NPU
94
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.304 ms | 0 - 58 MB | NPU
95
- | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.169 ms | 0 - 65 MB | NPU
96
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.515 ms | 1 - 4 MB | NPU
97
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.748 ms | 1 - 2 MB | NPU
98
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8450 | 3.169 ms | 0 - 65 MB | NPU
99
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 2.271 ms | 3 - 6 MB | NPU
100
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.863 ms | 1 - 1 MB | NPU
101
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.066 ms | 1 - 36 MB | NPU
102
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA7255P | 7.56 ms | 1 - 35 MB | NPU
103
- | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8295P | 3.412 ms | 0 - 38 MB | NPU
104
- | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.997 ms | 0 - 48 MB | NPU
105
- | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.124 ms | 0 - 46 MB | NPU
106
- | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.367 ms | 0 - 80 MB | NPU
107
- | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.306 ms | 0 - 88 MB | NPU
 
 
 
108
  | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2.863 ms | 1 - 43 MB | NPU
109
- | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.807 ms | 0 - 3 MB | NPU
110
- | RTMPose-Body2d | TFLITE | float | Qualcomm® SA8775P | 2.792 ms | 0 - 51 MB | NPU
111
- | RTMPose-Body2d | TFLITE | float | Qualcomm® SA8650P | 2.792 ms | 0 - 51 MB | NPU
112
- | RTMPose-Body2d | TFLITE | float | Qualcomm® SA8255P | 2.792 ms | 0 - 51 MB | NPU
113
- | RTMPose-Body2d | TFLITE | float | Qualcomm® QCS8450 | 3.306 ms | 0 - 88 MB | NPU
114
- | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 2.544 ms | 0 - 41 MB | NPU
115
- | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.124 ms | 0 - 46 MB | NPU
116
- | RTMPose-Body2d | TFLITE | float | Qualcomm® SA7255P | 8.089 ms | 1 - 50 MB | NPU
117
- | RTMPose-Body2d | TFLITE | float | Qualcomm® SA8295P | 3.787 ms | 1 - 51 MB | NPU
118
 
119
  ## License
120
  * The license for the original implementation of RTMPose-Body2d can be found
 
14
  RTMPose is a machine learning model that detects human pose and returns a location and confidence for each of 133 joints.
15
 
16
  This is based on the implementation of RTMPose-Body2d found [here](https://github.com/open-mmlab/mmpose/tree/main/projects/rtmpose).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/rtmpose_body2d) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[RTMPose-Body2d on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rtmpose_body2d)**.
36
 
37
 
38
  ### Option 2: Export with Custom Configurations
39
 
40
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/rtmpose_body2d) Python library to compile and export the model with your own:
41
  - Custom weights (e.g., fine-tuned checkpoints)
42
  - Custom input shapes
43
  - Target device and runtime configurations
44
 
45
  This option is ideal if you need to customize the model beyond the default configuration provided here.
46
 
47
+ See our repository for [RTMPose-Body2d on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/rtmpose_body2d) for usage instructions.
48
 
49
  ## Model Details
50
 
 
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.942 ms | 0 - 43 MB | NPU
63
+ | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.09 ms | 0 - 43 MB | NPU
64
+ | RTMPose-Body2d | ONNX | float | Snapdragon® X2 Elite | 0.918 ms | 2 - 2 MB | NPU
65
+ | RTMPose-Body2d | ONNX | float | Snapdragon® X Elite | 1.724 ms | 37 - 37 MB | NPU
66
+ | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.306 ms | 0 - 58 MB | NPU
67
+ | RTMPose-Body2d | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.191 ms | 0 - 68 MB | NPU
68
+ | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 2.584 ms | 1 - 6 MB | NPU
69
+ | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.773 ms | 0 - 42 MB | NPU
70
+ | RTMPose-Body2d | ONNX | float | Qualcomm® QCS8450 | 3.191 ms | 0 - 68 MB | NPU
71
+ | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 2.324 ms | 0 - 4 MB | NPU
72
+ | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.724 ms | 37 - 37 MB | NPU
73
+ | RTMPose-Body2d | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.09 ms | 0 - 43 MB | NPU
74
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.761 ms | 0 - 65 MB | NPU
75
  | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.874 ms | 0 - 62 MB | NPU
76
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® X2 Elite | 0.788 ms | 1 - 1 MB | NPU
77
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® X Elite | 1.819 ms | 19 - 19 MB | NPU
78
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.213 ms | 0 - 95 MB | NPU
79
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.192 ms | 0 - 94 MB | NPU
80
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 6.364 ms | 2 - 5 MB | NPU
81
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.755 ms | 0 - 4 MB | NPU
82
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.783 ms | 0 - 22 MB | NPU
83
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® QCS8450 | 2.192 ms | 0 - 94 MB | NPU
84
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.921 ms | 0 - 3 MB | NPU
85
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.819 ms | 19 - 19 MB | NPU
86
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 12.676 ms | 2 - 173 MB | NPU
87
+ | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.455 ms | 0 - 167 MB | NPU
88
  | RTMPose-Body2d | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.874 ms | 0 - 62 MB | NPU
89
+ | RTMPose-Body2d | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.455 ms | 0 - 167 MB | NPU
90
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.934 ms | 1 - 39 MB | NPU
91
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.067 ms | 1 - 36 MB | NPU
92
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X2 Elite | 1.093 ms | 1 - 1 MB | NPU
93
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® X Elite | 1.878 ms | 1 - 1 MB | NPU
94
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.297 ms | 0 - 54 MB | NPU
95
+ | RTMPose-Body2d | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.143 ms | 0 - 66 MB | NPU
96
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.52 ms | 1 - 5 MB | NPU
97
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.744 ms | 1 - 2 MB | NPU
98
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8775P | 2.41 ms | 1 - 39 MB | NPU
99
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8650P | 2.41 ms | 1 - 39 MB | NPU
100
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8255P | 2.41 ms | 1 - 39 MB | NPU
101
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® QCS8450 | 3.143 ms | 0 - 66 MB | NPU
102
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 2.294 ms | 1 - 4 MB | NPU
103
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.878 ms | 1 - 1 MB | NPU
104
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.067 ms | 1 - 36 MB | NPU
105
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA7255P | 7.552 ms | 1 - 35 MB | NPU
106
+ | RTMPose-Body2d | QNN_DLC | float | Qualcomm® SA8295P | 3.407 ms | 0 - 38 MB | NPU
107
+ | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.998 ms | 0 - 49 MB | NPU
108
+ | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.13 ms | 0 - 48 MB | NPU
109
+ | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.36 ms | 0 - 75 MB | NPU
110
+ | RTMPose-Body2d | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.299 ms | 0 - 87 MB | NPU
111
  | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2.863 ms | 1 - 43 MB | NPU
112
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.817 ms | 1 - 4 MB | NPU
113
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® QCS8450 | 3.299 ms | 0 - 87 MB | NPU
114
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 2.505 ms | 1 - 42 MB | NPU
115
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.13 ms | 0 - 48 MB | NPU
116
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® SA7255P | 8.268 ms | 1 - 50 MB | NPU
117
+ | RTMPose-Body2d | TFLITE | float | Qualcomm® SA8295P | 3.76 ms | 1 - 51 MB | NPU
 
 
 
118
 
119
  ## License
120
  * The license for the original implementation of RTMPose-Body2d can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
- "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -29,9 +29,9 @@
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
- "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.63.0/rtmpose_body2d-onnx-w8a16.zip"
35
  }
36
  }
37
  }
 
1
  {
2
+ "version": "0.64.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-tflite-float.zip"
24
  }
25
  }
26
  },
 
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rtmpose_body2d/releases/v0.64.0/rtmpose_body2d-onnx-w8a16.zip"
35
  }
36
  }
37
  }