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MediaPipe-Hand-Detection

Object Detection
PyTorch
real_time
android
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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +90 -84
  2. release_assets.json +4 -4
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: object-detection
15
  The MediaPipe Hand Landmark Detector is a machine learning pipeline that predicts bounding boxes and pose skeletons of hands in an image.
16
 
17
  This is based on the implementation of MediaPipe-Hand-Detection found [here](https://github.com/zmurez/MediaPipePyTorch/).
18
- 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/v0.57.3/src/qai_hub_models/models/mediapipe_hand) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  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.
21
 
@@ -28,23 +28,23 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-onnx-float.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
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/v0.57.3/src/qai_hub_models/models/mediapipe_hand) 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 [MediaPipe-Hand-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/mediapipe_hand) for usage instructions.
48
 
49
  ## Model Details
50
 
@@ -60,84 +60,90 @@ See our repository for [MediaPipe-Hand-Detection on GitHub](https://github.com/q
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | hand_detector | ONNX | float | Snapdragon® X2 Elite | 0.485 ms | 212 - 212 MB | NPU
64
- | hand_detector | ONNX | float | Snapdragon® X Elite | 0.854 ms | 177 - 177 MB | NPU
65
- | hand_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.589 ms | 0 - 61 MB | NPU
66
- | hand_detector | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.499 ms | 1 - 54 MB | NPU
67
- | hand_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.854 ms | 0 - 72 MB | NPU
68
- | hand_detector | ONNX | float | Qualcomm® QCS8450 | 1.499 ms | 1 - 54 MB | NPU
69
- | hand_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.503 ms | 0 - 41 MB | NPU
70
- | hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.425 ms | 1 - 42 MB | NPU
71
- | hand_detector | ONNX | float | Qualcomm® QCS9075 | 1.263 ms | 0 - 49 MB | NPU
72
- | hand_detector | ONNX | float | Qualcomm® QCS8750 | 0.503 ms | 0 - 41 MB | NPU
73
- | hand_detector | ONNX | float | Qualcomm® QCS7181 | 0.854 ms | 177 - 177 MB | NPU
74
- | hand_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.617 ms | 1 - 1 MB | NPU
75
- | hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.902 ms | 1 - 1 MB | NPU
76
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.53 ms | 0 - 57 MB | NPU
77
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.368 ms | 0 - 56 MB | NPU
78
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8275 | 3.779 ms | 1 - 40 MB | NPU
79
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.734 ms | 1 - 41 MB | NPU
80
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8450 | 1.368 ms | 0 - 56 MB | NPU
81
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.442 ms | 0 - 43 MB | NPU
82
- | hand_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.701 ms | 0 - 31 MB | NPU
83
- | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.379 ms | 1 - 39 MB | NPU
84
- | hand_detector | QNN_DLC | float | Qualcomm® SA7255P | 3.779 ms | 1 - 40 MB | NPU
85
- | hand_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.115 ms | 3 - 5 MB | NPU
86
- | hand_detector | QNN_DLC | float | Qualcomm® QCS8750 | 0.442 ms | 0 - 43 MB | NPU
87
- | hand_detector | QNN_DLC | float | Qualcomm® QCS7181 | 0.902 ms | 1 - 1 MB | NPU
88
- | hand_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.534 ms | 0 - 56 MB | NPU
89
- | hand_detector | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.379 ms | 0 - 55 MB | NPU
90
- | hand_detector | TFLITE | float | Qualcomm® QCS8275 | 3.835 ms | 0 - 37 MB | NPU
91
- | hand_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.727 ms | 0 - 2 MB | NPU
92
- | hand_detector | TFLITE | float | Qualcomm® SA8775P | 7.407 ms | 0 - 34 MB | GPU
93
- | hand_detector | TFLITE | float | Qualcomm® SA8650P | 7.407 ms | 0 - 34 MB | GPU
94
- | hand_detector | TFLITE | float | Qualcomm® SA8255P | 7.407 ms | 0 - 34 MB | GPU
95
- | hand_detector | TFLITE | float | Qualcomm® QCS8450 | 1.379 ms | 0 - 55 MB | NPU
96
- | hand_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.446 ms | 0 - 42 MB | NPU
97
- | hand_detector | TFLITE | float | Qualcomm® SA8295P | 1.735 ms | 0 - 30 MB | NPU
98
- | hand_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.38 ms | 0 - 36 MB | NPU
99
- | hand_detector | TFLITE | float | Qualcomm® SA7255P | 3.835 ms | 0 - 37 MB | NPU
100
- | hand_detector | TFLITE | float | Qualcomm® QCS9075 | 1.129 ms | 0 - 7 MB | NPU
101
- | hand_detector | TFLITE | float | Qualcomm® QCS8750 | 0.446 ms | 0 - 42 MB | NPU
102
- | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.714 ms | 212 - 212 MB | NPU
103
- | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.164 ms | 148 - 148 MB | NPU
104
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.809 ms | 0 - 49 MB | NPU
105
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.074 ms | 1 - 51 MB | NPU
106
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.187 ms | 0 - 14 MB | NPU
107
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS8450 | 2.074 ms | 1 - 51 MB | NPU
108
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.658 ms | 0 - 37 MB | NPU
109
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.56 ms | 0 - 35 MB | NPU
110
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 1.84 ms | 0 - 51 MB | NPU
111
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS8750 | 0.658 ms | 0 - 37 MB | NPU
112
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS7181 | 1.164 ms | 148 - 148 MB | NPU
113
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.877 ms | 1 - 1 MB | NPU
114
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.295 ms | 1 - 1 MB | NPU
115
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.761 ms | 0 - 56 MB | NPU
116
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.937 ms | 0 - 52 MB | NPU
117
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 | 5.318 ms | 1 - 36 MB | NPU
118
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.083 ms | 1 - 14 MB | NPU
119
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 | 1.937 ms | 0 - 52 MB | NPU
120
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.6 ms | 0 - 38 MB | NPU
121
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.24 ms | 0 - 30 MB | NPU
122
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.517 ms | 1 - 35 MB | NPU
123
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.318 ms | 1 - 36 MB | NPU
124
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 1.671 ms | 1 - 3 MB | NPU
125
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8750 | 0.6 ms | 0 - 38 MB | NPU
126
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS7181 | 1.295 ms | 1 - 1 MB | NPU
127
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.759 ms | 0 - 59 MB | NPU
128
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.938 ms | 0 - 61 MB | NPU
129
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 | 5.346 ms | 0 - 39 MB | NPU
130
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.085 ms | 0 - 3 MB | NPU
131
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 4.771 ms | 0 - 35 MB | GPU
132
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8650P | 4.771 ms | 0 - 35 MB | GPU
133
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8255P | 4.771 ms | 0 - 35 MB | GPU
134
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 | 1.938 ms | 0 - 61 MB | NPU
135
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.609 ms | 0 - 43 MB | NPU
136
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 2.254 ms | 0 - 34 MB | NPU
137
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.521 ms | 0 - 38 MB | NPU
138
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 5.346 ms | 0 - 39 MB | NPU
139
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 1.683 ms | 0 - 9 MB | NPU
140
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8750 | 0.609 ms | 0 - 43 MB | NPU
 
 
 
 
 
 
141
 
142
  ## License
143
  * The license for the original implementation of MediaPipe-Hand-Detection can be found
 
15
  The MediaPipe Hand Landmark Detector is a machine learning pipeline that predicts bounding boxes and pose skeletons of hands in an image.
16
 
17
  This is based on the implementation of MediaPipe-Hand-Detection found [here](https://github.com/zmurez/MediaPipePyTorch/).
18
+ 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/v0.58.0/src/qai_hub_models/models/mediapipe_hand) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  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.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
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/v0.58.0/src/qai_hub_models/models/mediapipe_hand) 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 [MediaPipe-Hand-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/mediapipe_hand) for usage instructions.
48
 
49
  ## Model Details
50
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | hand_detector | ONNX | float | Snapdragon® X2 Elite | 0.647 ms | 2 - 2 MB | NPU
64
+ | hand_detector | ONNX | float | Snapdragon® X Elite | 0.851 ms | 0 - 0 MB | NPU
65
+ | hand_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.584 ms | 1 - 66 MB | NPU
66
+ | hand_detector | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.491 ms | 0 - 63 MB | NPU
67
+ | hand_detector | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.839 ms | 1 - 3 MB | NPU
68
+ | hand_detector | ONNX | float | Qualcomm® QCS8450 | 1.491 ms | 0 - 63 MB | NPU
69
+ | hand_detector | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.261 ms | 1 - 3 MB | NPU
70
+ | hand_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.434 ms | 0 - 46 MB | NPU
71
+ | hand_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.496 ms | 0 - 42 MB | NPU
72
+ | hand_detector | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.496 ms | 0 - 42 MB | NPU
73
+ | hand_detector | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.851 ms | 0 - 0 MB | NPU
74
+ | hand_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.6 ms | 1 - 1 MB | NPU
75
+ | hand_detector | QNN_DLC | float | Snapdragon® X Elite | 0.887 ms | 1 - 1 MB | NPU
76
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.537 ms | 0 - 57 MB | NPU
77
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.366 ms | 0 - 55 MB | NPU
78
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS8275 | 3.778 ms | 1 - 39 MB | NPU
79
+ | hand_detector | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.728 ms | 1 - 2 MB | NPU
80
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.268 ms | 0 - 41 MB | NPU
81
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8650P | 1.268 ms | 0 - 41 MB | NPU
82
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8255P | 1.268 ms | 0 - 41 MB | NPU
83
+ | hand_detector | QNN_DLC | float | Qualcomm® QCS8450 | 1.366 ms | 0 - 55 MB | NPU
84
+ | hand_detector | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.116 ms | 1 - 3 MB | NPU
85
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.385 ms | 1 - 40 MB | NPU
86
+ | hand_detector | QNN_DLC | float | Qualcomm® SA7255P | 3.778 ms | 1 - 39 MB | NPU
87
+ | hand_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.44 ms | 0 - 39 MB | NPU
88
+ | hand_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.696 ms | 0 - 31 MB | NPU
89
+ | hand_detector | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.44 ms | 0 - 39 MB | NPU
90
+ | hand_detector | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.887 ms | 1 - 1 MB | NPU
91
+ | hand_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.532 ms | 0 - 55 MB | NPU
92
+ | hand_detector | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.38 ms | 0 - 54 MB | NPU
93
+ | hand_detector | TFLITE | float | Qualcomm® QCS8275 | 3.822 ms | 0 - 37 MB | NPU
94
+ | hand_detector | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.734 ms | 0 - 4 MB | NPU
95
+ | hand_detector | TFLITE | float | Qualcomm® SA8775P | 1.301 ms | 0 - 41 MB | NPU
96
+ | hand_detector | TFLITE | float | Qualcomm® SA8650P | 1.301 ms | 0 - 41 MB | NPU
97
+ | hand_detector | TFLITE | float | Qualcomm® SA8255P | 1.301 ms | 0 - 41 MB | NPU
98
+ | hand_detector | TFLITE | float | Qualcomm® QCS8450 | 1.38 ms | 0 - 54 MB | NPU
99
+ | hand_detector | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.228 ms | 0 - 7 MB | NPU
100
+ | hand_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.389 ms | 0 - 36 MB | NPU
101
+ | hand_detector | TFLITE | float | Qualcomm® SA7255P | 3.822 ms | 0 - 37 MB | NPU
102
+ | hand_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.446 ms | 0 - 35 MB | NPU
103
+ | hand_detector | TFLITE | float | Qualcomm® SA8295P | 1.717 ms | 0 - 30 MB | NPU
104
+ | hand_detector | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.446 ms | 0 - 35 MB | NPU
105
+ | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.711 ms | 2 - 2 MB | NPU
106
+ | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 1.153 ms | 6 - 6 MB | NPU
107
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.823 ms | 0 - 61 MB | NPU
108
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.088 ms | 1 - 59 MB | NPU
109
+ | hand_landmark_detector | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.092 ms | 0 - 3 MB | NPU
110
+ | hand_landmark_detector | ONNX | float | Qualcomm® QCS8450 | 2.088 ms | 1 - 59 MB | NPU
111
+ | hand_landmark_detector | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.831 ms | 1 - 3 MB | NPU
112
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.569 ms | 0 - 42 MB | NPU
113
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.66 ms | 0 - 38 MB | NPU
114
+ | hand_landmark_detector | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.66 ms | 0 - 38 MB | NPU
115
+ | hand_landmark_detector | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.153 ms | 6 - 6 MB | NPU
116
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.842 ms | 1 - 1 MB | NPU
117
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 1.253 ms | 1 - 1 MB | NPU
118
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.77 ms | 0 - 57 MB | NPU
119
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.945 ms | 0 - 54 MB | NPU
120
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 | 5.306 ms | 1 - 35 MB | NPU
121
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.997 ms | 1 - 79 MB | NPU
122
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 1.859 ms | 0 - 37 MB | NPU
123
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8650P | 1.859 ms | 0 - 37 MB | NPU
124
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8255P | 1.859 ms | 0 - 37 MB | NPU
125
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 | 1.945 ms | 0 - 54 MB | NPU
126
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.649 ms | 1 - 3 MB | NPU
127
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.518 ms | 1 - 36 MB | NPU
128
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.306 ms | 1 - 35 MB | NPU
129
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.6 ms | 1 - 34 MB | NPU
130
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.227 ms | 1 - 31 MB | NPU
131
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.6 ms | 1 - 34 MB | NPU
132
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.253 ms | 1 - 1 MB | NPU
133
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.759 ms | 0 - 58 MB | NPU
134
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.946 ms | 0 - 61 MB | NPU
135
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 | 5.387 ms | 0 - 39 MB | NPU
136
+ | hand_landmark_detector | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.995 ms | 0 - 2 MB | NPU
137
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 1.891 ms | 0 - 43 MB | NPU
138
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8650P | 1.891 ms | 0 - 43 MB | NPU
139
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8255P | 1.891 ms | 0 - 43 MB | NPU
140
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 | 1.946 ms | 0 - 61 MB | NPU
141
+ | hand_landmark_detector | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.67 ms | 0 - 9 MB | NPU
142
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.516 ms | 0 - 38 MB | NPU
143
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 5.387 ms | 0 - 39 MB | NPU
144
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.605 ms | 0 - 36 MB | NPU
145
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 2.271 ms | 0 - 34 MB | NPU
146
+ | hand_landmark_detector | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.605 ms | 0 - 36 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of MediaPipe-Hand-Detection can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.57.3",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.4"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.57.3/mediapipe_hand-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.58.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.58.0/mediapipe_hand-onnx-float.zip"
25
  }
26
  }
27
  }