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MediaPipe-Hand-Gesture-Recognition

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community

MediaPipe-Hand-Gesture-Recognition: Optimized for Qualcomm Devices

The MediaPipe Gesture Recognizer is a real-time machine learning pipeline that detects hands, predicts 21 hand landmarks, determines handedness (left/right), and classifies gestures from a predefined set

This is based on the implementation of MediaPipe-Hand-Gesture-Recognition found here. This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.

Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.

Getting Started

There are two ways to deploy this model on your device:

Option 1: Download Pre-Exported Models

Below are pre-exported model assets ready for deployment.

Runtime Precision Chipset SDK Versions Download
ONNX float Universal QAIRT 2.42, ONNX Runtime 1.24.3 Download
ONNX w8a8 Universal QAIRT 2.42, ONNX Runtime 1.24.3 Download
QNN_DLC float Universal QAIRT 2.43 Download
QNN_DLC w8a8 Universal QAIRT 2.43 Download
TFLITE float Universal QAIRT 2.43, TFLite 2.19.1 Download
TFLITE w8a8 Universal QAIRT 2.43, TFLite 2.19.1 Download

For more device-specific assets and performance metrics, visit MediaPipe-Hand-Gesture-Recognition on Qualcomm® AI Hub.

Option 2: Export with Custom Configurations

Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:

  • Custom weights (e.g., fine-tuned checkpoints)
  • Custom input shapes
  • Target device and runtime configurations

This option is ideal if you need to customize the model beyond the default configuration provided here.

See our repository for MediaPipe-Hand-Gesture-Recognition on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.object_detection

Model Stats:

  • Input resolution: 256x256
  • Number of parameters (palm_detector): 1.76M
  • Model size (palm_detector) (w8a8): 2.05 MB
  • Number of parameters (hand_landmark_detector): 2.72M
  • Model size (hand_landmark_detector) (w8a8): 3.12 MB
  • Number of parameters (canned_gesture_classifier): 143K
  • Model size (canned_gesture_classifier) (w8a8): 180 KB
  • Model size (palm_detector) (float): 6.75 MB
  • Model size (hand_landmark_detector) (float): 10.4 MB
  • Model size (canned_gesture_classifier) (float): 577 KB

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
canned_gesture_classifier ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.05 ms 0 - 22 MB NPU
canned_gesture_classifier ONNX float Snapdragon® X2 Elite 0.054 ms 0 - 0 MB NPU
canned_gesture_classifier ONNX float Snapdragon® X Elite 0.167 ms 1 - 1 MB NPU
canned_gesture_classifier ONNX float Snapdragon® 8 Gen 3 Mobile 0.067 ms 0 - 26 MB NPU
canned_gesture_classifier ONNX float Qualcomm® QCS8550 (Proxy) 0.083 ms 0 - 21 MB NPU
canned_gesture_classifier ONNX float Qualcomm® QCS9075 0.164 ms 0 - 3 MB NPU
canned_gesture_classifier ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.055 ms 0 - 17 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.049 ms 0 - 22 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® X2 Elite 0.043 ms 0 - 0 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® X Elite 0.16 ms 1 - 1 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.066 ms 0 - 27 MB NPU
canned_gesture_classifier ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.072 ms 0 - 2 MB NPU
canned_gesture_classifier ONNX w8a8 Qualcomm® QCS9075 0.16 ms 0 - 3 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.052 ms 0 - 23 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.046 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® X2 Elite 0.142 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® X Elite 0.17 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.067 ms 0 - 25 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8275 (Proxy) 0.327 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.08 ms 0 - 57 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA8775P 0.232 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS9075 0.132 ms 2 - 4 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.102 ms 0 - 27 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA7255P 0.327 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA8295P 0.314 ms 0 - 14 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.052 ms 0 - 17 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.049 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® X2 Elite 0.146 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® X Elite 0.153 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.055 ms 0 - 24 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS6490 0.345 ms 0 - 2 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.32 ms 0 - 18 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.061 ms 0 - 15 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA8775P 0.213 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS9075 0.128 ms 2 - 4 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCM6690 0.123 ms 0 - 16 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.1 ms 0 - 26 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA7255P 0.32 ms 0 - 18 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA8295P 0.329 ms 0 - 15 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.047 ms 0 - 17 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.064 ms 0 - 16 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.058 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Gen 3 Mobile 0.067 ms 0 - 26 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8275 (Proxy) 0.35 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8550 (Proxy) 0.081 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA8775P 0.244 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS9075 0.14 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8450 (Proxy) 0.101 ms 0 - 26 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA7255P 0.35 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA8295P 0.35 ms 0 - 14 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.051 ms 0 - 17 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.047 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.069 ms 0 - 24 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS6490 0.246 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.33 ms 0 - 18 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.077 ms 0 - 1 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA8775P 0.225 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS9075 0.129 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCM6690 0.125 ms 0 - 15 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.111 ms 0 - 25 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA7255P 0.33 ms 0 - 18 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA8295P 0.321 ms 0 - 15 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.051 ms 0 - 17 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.066 ms 0 - 16 MB NPU
hand_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.257 ms 0 - 31 MB NPU
hand_landmark_detector ONNX float Snapdragon® X2 Elite 0.33 ms 7 - 7 MB NPU
hand_landmark_detector ONNX float Snapdragon® X Elite 0.7 ms 7 - 7 MB NPU
hand_landmark_detector ONNX float Snapdragon® 8 Gen 3 Mobile 0.403 ms 0 - 46 MB NPU
hand_landmark_detector ONNX float Qualcomm® QCS8550 (Proxy) 0.55 ms 0 - 10 MB NPU
hand_landmark_detector ONNX float Qualcomm® QCS9075 0.889 ms 1 - 3 MB NPU
hand_landmark_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.333 ms 0 - 27 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.153 ms 0 - 35 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.186 ms 5 - 5 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.387 ms 3 - 3 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.221 ms 0 - 48 MB NPU
hand_landmark_detector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.294 ms 0 - 106 MB NPU
hand_landmark_detector ONNX w8a8 Qualcomm® QCS9075 0.473 ms 0 - 3 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.185 ms 0 - 29 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.224 ms 1 - 29 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® X2 Elite 0.395 ms 1 - 1 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® X Elite 0.619 ms 1 - 1 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.341 ms 0 - 44 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8275 (Proxy) 2.688 ms 1 - 28 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.476 ms 1 - 71 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA8775P 0.879 ms 1 - 29 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS9075 0.761 ms 1 - 3 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.961 ms 0 - 46 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA7255P 2.688 ms 1 - 28 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA8295P 1.212 ms 0 - 25 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.292 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.107 ms 0 - 32 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.248 ms 0 - 0 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.325 ms 0 - 0 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.147 ms 0 - 44 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS6490 1.019 ms 0 - 2 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.656 ms 0 - 30 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.212 ms 0 - 22 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.38 ms 0 - 31 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS9075 0.281 ms 0 - 2 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCM6690 1.284 ms 0 - 28 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.395 ms 0 - 47 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.656 ms 0 - 30 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.62 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.126 ms 0 - 32 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.238 ms 0 - 29 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.226 ms 0 - 34 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.348 ms 0 - 50 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8275 (Proxy) 2.73 ms 0 - 31 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8550 (Proxy) 0.476 ms 0 - 2 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA8775P 0.902 ms 0 - 33 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS9075 0.767 ms 0 - 10 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8450 (Proxy) 0.973 ms 0 - 47 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA7255P 2.73 ms 0 - 31 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA8295P 1.219 ms 0 - 26 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.308 ms 0 - 30 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.105 ms 0 - 32 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.152 ms 0 - 44 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS6490 0.92 ms 0 - 10 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.68 ms 0 - 28 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.21 ms 0 - 1 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.402 ms 0 - 30 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS9075 0.296 ms 0 - 5 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCM6690 1.309 ms 0 - 28 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.408 ms 0 - 46 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.68 ms 0 - 28 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.621 ms 0 - 26 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.129 ms 0 - 27 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.234 ms 0 - 27 MB NPU
palm_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.73 ms 0 - 53 MB NPU
palm_detector ONNX float Snapdragon® X2 Elite 0.841 ms 0 - 0 MB NPU
palm_detector ONNX float Snapdragon® X Elite 1.93 ms 4 - 4 MB NPU
palm_detector ONNX float Snapdragon® 8 Gen 3 Mobile 1.176 ms 0 - 80 MB NPU
palm_detector ONNX float Qualcomm® QCS8550 (Proxy) 1.665 ms 0 - 8 MB NPU
palm_detector ONNX float Qualcomm® QCS9075 2.316 ms 1 - 4 MB NPU
palm_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.891 ms 0 - 45 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.368 ms 0 - 50 MB NPU
palm_detector ONNX w8a8 Snapdragon® X2 Elite 0.403 ms 0 - 0 MB NPU
palm_detector ONNX w8a8 Snapdragon® X Elite 0.961 ms 2 - 2 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.528 ms 0 - 63 MB NPU
palm_detector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.757 ms 0 - 5 MB NPU
palm_detector ONNX w8a8 Qualcomm® QCS9075 0.956 ms 0 - 3 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.413 ms 0 - 52 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.685 ms 1 - 51 MB NPU
palm_detector QNN_DLC float Snapdragon® X2 Elite 1.055 ms 1 - 1 MB NPU
palm_detector QNN_DLC float Snapdragon® X Elite 1.829 ms 1 - 1 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 1.143 ms 0 - 68 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8275 (Proxy) 5.327 ms 1 - 48 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8550 (Proxy) 1.569 ms 1 - 3 MB NPU
palm_detector QNN_DLC float Qualcomm® SA8775P 2.25 ms 1 - 50 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS9075 2.19 ms 1 - 3 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8450 (Proxy) 2.254 ms 0 - 63 MB NPU
palm_detector QNN_DLC float Qualcomm® SA7255P 5.327 ms 1 - 48 MB NPU
palm_detector QNN_DLC float Qualcomm® SA8295P 2.792 ms 1 - 41 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.838 ms 0 - 51 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.353 ms 0 - 42 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.614 ms 0 - 0 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® X Elite 0.91 ms 0 - 0 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.492 ms 0 - 54 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS6490 1.787 ms 0 - 2 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 1.651 ms 0 - 39 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.712 ms 0 - 6 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA8775P 1.068 ms 0 - 42 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS9075 0.886 ms 2 - 4 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCM6690 3.0 ms 0 - 39 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.864 ms 0 - 57 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA7255P 1.651 ms 0 - 39 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA8295P 1.285 ms 0 - 37 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.392 ms 0 - 43 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.709 ms 0 - 37 MB NPU
palm_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.632 ms 0 - 47 MB NPU
palm_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.971 ms 0 - 63 MB NPU
palm_detector TFLITE float Qualcomm® QCS8275 (Proxy) 4.984 ms 0 - 44 MB NPU
palm_detector TFLITE float Qualcomm® QCS8550 (Proxy) 1.388 ms 0 - 3 MB NPU
palm_detector TFLITE float Qualcomm® SA8775P 2.109 ms 0 - 47 MB NPU
palm_detector TFLITE float Qualcomm® QCS9075 2.061 ms 0 - 7 MB NPU
palm_detector TFLITE float Qualcomm® QCS8450 (Proxy) 2.169 ms 0 - 57 MB NPU
palm_detector TFLITE float Qualcomm® SA7255P 4.984 ms 0 - 44 MB NPU
palm_detector TFLITE float Qualcomm® SA8295P 2.568 ms 0 - 37 MB NPU
palm_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.769 ms 0 - 48 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.283 ms 0 - 40 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.361 ms 0 - 52 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS6490 1.42 ms 0 - 6 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 1.355 ms 0 - 36 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.513 ms 0 - 4 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA8775P 0.814 ms 0 - 39 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS9075 0.681 ms 0 - 4 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCM6690 2.454 ms 0 - 35 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.638 ms 0 - 53 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA7255P 1.355 ms 0 - 36 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA8295P 1.038 ms 0 - 34 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.299 ms 0 - 36 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.511 ms 0 - 34 MB NPU

License

  • The license for the original implementation of MediaPipe-Hand-Gesture-Recognition can be found here.

References

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Paper for qualcomm/MediaPipe-Hand-Gesture-Recognition