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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 1.24.1 Download
ONNX w8a8 Universal QAIRT 2.42, ONNX Runtime 1.24.1 Download
QNN_DLC float Universal QAIRT 2.43 Download
QNN_DLC w8a8 Universal QAIRT 2.43 Download
TFLITE float Universal QAIRT 2.43, TFLite 2.17.0 Download
TFLITE w8a8 Universal QAIRT 2.43, TFLite 2.17.0 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 0.08 ms 0 - 22 MB NPU
canned_gesture_classifier ONNX float Snapdragon® X2 Elite 0.065 ms 0 - 0 MB NPU
canned_gesture_classifier ONNX float Snapdragon® X Elite 0.181 ms 1 - 1 MB NPU
canned_gesture_classifier ONNX float Snapdragon® 8 Gen 3 Mobile 0.076 ms 0 - 26 MB NPU
canned_gesture_classifier ONNX float Qualcomm® QCS8550 (Proxy) 0.096 ms 0 - 2 MB NPU
canned_gesture_classifier ONNX float Qualcomm® QCS9075 0.225 ms 0 - 3 MB NPU
canned_gesture_classifier ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.073 ms 0 - 22 MB NPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.503 ms 0 - 23 MB CPU
canned_gesture_classifier ONNX w8a8 Snapdragon® X2 Elite 0.419 ms 3 - 3 MB CPU
canned_gesture_classifier ONNX w8a8 Snapdragon® X Elite 1.442 ms 1 - 1 MB CPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.634 ms 0 - 27 MB CPU
canned_gesture_classifier ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.698 ms 0 - 3 MB CPU
canned_gesture_classifier ONNX w8a8 Qualcomm® QCS9075 1.263 ms 0 - 3 MB CPU
canned_gesture_classifier ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.468 ms 0 - 23 MB CPU
canned_gesture_classifier QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.051 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® X2 Elite 0.14 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® X Elite 0.172 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.061 ms 0 - 25 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8275 (Proxy) 0.331 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.072 ms 0 - 27 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA8775P 0.22 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS9075 0.137 ms 2 - 4 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.097 ms 0 - 26 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA7255P 0.331 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC float Qualcomm® SA8295P 0.344 ms 0 - 15 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 0.06 ms 0 - 20 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® X2 Elite 0.145 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® X Elite 0.174 ms 0 - 0 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.062 ms 0 - 25 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.329 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.088 ms 0 - 76 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA8775P 0.221 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS9075 0.146 ms 2 - 4 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.108 ms 0 - 26 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA7255P 0.329 ms 0 - 19 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Qualcomm® SA8295P 0.345 ms 0 - 15 MB NPU
canned_gesture_classifier QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.059 ms 0 - 21 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.051 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Gen 3 Mobile 0.066 ms 0 - 25 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8275 (Proxy) 0.354 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8550 (Proxy) 0.077 ms 0 - 1 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA8775P 0.231 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS9075 0.133 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® QCS8450 (Proxy) 0.101 ms 0 - 25 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA7255P 0.354 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE float Qualcomm® SA8295P 0.353 ms 0 - 14 MB NPU
canned_gesture_classifier TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.052 ms 0 - 17 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.057 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.064 ms 0 - 25 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS6490 3.719 ms 0 - 8 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.363 ms 0 - 18 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.083 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA8775P 0.239 ms 0 - 19 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS9075 0.144 ms 0 - 2 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCM6690 1.998 ms 0 - 20 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.108 ms 0 - 26 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA7255P 0.363 ms 0 - 18 MB NPU
canned_gesture_classifier TFLITE w8a8 Qualcomm® SA8295P 0.356 ms 0 - 14 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.062 ms 0 - 16 MB NPU
canned_gesture_classifier TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 2.206 ms 0 - 21 MB NPU
hand_landmark_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.26 ms 0 - 31 MB NPU
hand_landmark_detector ONNX float Snapdragon® X2 Elite 0.315 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) 0.552 ms 0 - 28 MB NPU
hand_landmark_detector ONNX float Qualcomm® QCS9075 0.88 ms 1 - 3 MB NPU
hand_landmark_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.339 ms 0 - 28 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.171 ms 0 - 35 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® X2 Elite 0.222 ms 5 - 5 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® X Elite 0.403 ms 3 - 3 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.215 ms 0 - 48 MB NPU
hand_landmark_detector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.297 ms 0 - 2 MB NPU
hand_landmark_detector ONNX w8a8 Qualcomm® QCS9075 0.467 ms 0 - 3 MB NPU
hand_landmark_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.183 ms 0 - 35 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 0.612 ms 1 - 1 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.351 ms 0 - 44 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8275 (Proxy) 2.697 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.474 ms 0 - 8 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA8775P 3.527 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS9075 0.762 ms 1 - 3 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.96 ms 0 - 47 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA7255P 2.697 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC float Qualcomm® SA8295P 1.202 ms 0 - 25 MB NPU
hand_landmark_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.297 ms 0 - 26 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.108 ms 0 - 32 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.209 ms 0 - 0 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® X Elite 0.317 ms 0 - 0 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.152 ms 0 - 44 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.638 ms 0 - 30 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.196 ms 0 - 1 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA8775P 0.379 ms 0 - 30 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS9075 0.284 ms 0 - 2 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.394 ms 0 - 45 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA7255P 0.638 ms 0 - 30 MB NPU
hand_landmark_detector QNN_DLC w8a8 Qualcomm® SA8295P 0.605 ms 0 - 27 MB NPU
hand_landmark_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.127 ms 0 - 32 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.225 ms 0 - 34 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.347 ms 0 - 50 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8275 (Proxy) 2.712 ms 0 - 31 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8550 (Proxy) 0.479 ms 0 - 2 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA8775P 0.895 ms 0 - 34 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS9075 0.767 ms 0 - 10 MB NPU
hand_landmark_detector TFLITE float Qualcomm® QCS8450 (Proxy) 0.981 ms 0 - 51 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA7255P 2.712 ms 0 - 31 MB NPU
hand_landmark_detector TFLITE float Qualcomm® SA8295P 1.225 ms 0 - 26 MB NPU
hand_landmark_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.298 ms 0 - 29 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.108 ms 0 - 31 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.148 ms 0 - 43 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS6490 0.848 ms 0 - 10 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.658 ms 0 - 29 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.204 ms 0 - 2 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA8775P 0.402 ms 0 - 30 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS9075 0.302 ms 0 - 5 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCM6690 1.29 ms 0 - 28 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.411 ms 0 - 46 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA7255P 0.658 ms 0 - 29 MB NPU
hand_landmark_detector TFLITE w8a8 Qualcomm® SA8295P 0.598 ms 0 - 25 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.133 ms 0 - 26 MB NPU
hand_landmark_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.239 ms 0 - 27 MB NPU
palm_detector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.732 ms 0 - 54 MB NPU
palm_detector ONNX float Snapdragon® X2 Elite 0.836 ms 0 - 0 MB NPU
palm_detector ONNX float Snapdragon® X Elite 1.951 ms 4 - 4 MB NPU
palm_detector ONNX float Snapdragon® 8 Gen 3 Mobile 1.15 ms 0 - 80 MB NPU
palm_detector ONNX float Qualcomm® QCS8550 (Proxy) 1.647 ms 0 - 6 MB NPU
palm_detector ONNX float Qualcomm® QCS9075 2.33 ms 1 - 4 MB NPU
palm_detector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.893 ms 0 - 56 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.371 ms 0 - 50 MB NPU
palm_detector ONNX w8a8 Snapdragon® X2 Elite 0.405 ms 0 - 0 MB NPU
palm_detector ONNX w8a8 Snapdragon® X Elite 0.963 ms 2 - 2 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.527 ms 0 - 71 MB NPU
palm_detector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.758 ms 0 - 5 MB NPU
palm_detector ONNX w8a8 Qualcomm® QCS9075 0.921 ms 0 - 3 MB NPU
palm_detector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.411 ms 0 - 52 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.687 ms 1 - 50 MB NPU
palm_detector QNN_DLC float Snapdragon® X2 Elite 1.056 ms 1 - 1 MB NPU
palm_detector QNN_DLC float Snapdragon® X Elite 1.822 ms 1 - 1 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 1.145 ms 0 - 67 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8275 (Proxy) 5.325 ms 1 - 49 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8550 (Proxy) 1.584 ms 1 - 2 MB NPU
palm_detector QNN_DLC float Qualcomm® SA8775P 2.248 ms 1 - 50 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS9075 2.179 ms 1 - 3 MB NPU
palm_detector QNN_DLC float Qualcomm® QCS8450 (Proxy) 2.372 ms 0 - 63 MB NPU
palm_detector QNN_DLC float Qualcomm® SA7255P 5.325 ms 1 - 49 MB NPU
palm_detector QNN_DLC float Qualcomm® SA8295P 2.796 ms 0 - 40 MB NPU
palm_detector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.839 ms 0 - 47 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.357 ms 0 - 42 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® X2 Elite 0.599 ms 0 - 0 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® X Elite 0.902 ms 0 - 0 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.473 ms 0 - 53 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 1.665 ms 0 - 40 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.717 ms 0 - 5 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA8775P 1.036 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® QCS8450 (Proxy) 0.841 ms 0 - 56 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA7255P 1.665 ms 0 - 40 MB NPU
palm_detector QNN_DLC w8a8 Qualcomm® SA8295P 1.273 ms 0 - 37 MB NPU
palm_detector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.395 ms 0 - 43 MB NPU
palm_detector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.635 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) 4.928 ms 0 - 44 MB NPU
palm_detector TFLITE float Qualcomm® QCS8550 (Proxy) 1.406 ms 0 - 4 MB NPU
palm_detector TFLITE float Qualcomm® SA8775P 8.133 ms 0 - 44 MB NPU
palm_detector TFLITE float Qualcomm® QCS9075 2.052 ms 0 - 8 MB NPU
palm_detector TFLITE float Qualcomm® QCS8450 (Proxy) 2.146 ms 0 - 58 MB NPU
palm_detector TFLITE float Qualcomm® SA7255P 4.928 ms 0 - 44 MB NPU
palm_detector TFLITE float Qualcomm® SA8295P 2.57 ms 0 - 37 MB NPU
palm_detector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.768 ms 0 - 42 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.284 ms 0 - 39 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.343 ms 0 - 50 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS6490 1.302 ms 0 - 6 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 1.328 ms 0 - 36 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.504 ms 0 - 2 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA8775P 0.81 ms 0 - 39 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS9075 0.678 ms 0 - 4 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCM6690 2.404 ms 0 - 35 MB NPU
palm_detector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.67 ms 0 - 53 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA7255P 1.328 ms 0 - 36 MB NPU
palm_detector TFLITE w8a8 Qualcomm® SA8295P 1.04 ms 0 - 34 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.299 ms 0 - 41 MB NPU
palm_detector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.506 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