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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 (PalmDetector): 1.76M
  • Model size (PalmDetector) (w8a8): 2.05 MB
  • Number of parameters (HandLandmarkDetector): 2.72M
  • Model size (HandLandmarkDetector) (w8a8): 3.12 MB
  • Number of parameters (CannedGestureClassifier): 143K
  • Model size (CannedGestureClassifier) (w8a8): 180 KB
  • Model size (PalmDetector) (float): 6.75 MB
  • Model size (HandLandmarkDetector) (float): 10.4 MB
  • Model size (CannedGestureClassifier) (float): 577 KB

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
CannedGestureClassifier ONNX float Snapdragon® X Elite 0.179 ms 1 - 1 MB NPU
CannedGestureClassifier ONNX float Snapdragon® 8 Gen 3 Mobile 0.072 ms 0 - 26 MB NPU
CannedGestureClassifier ONNX float Qualcomm® QCS8550 (Proxy) 0.096 ms 0 - 1 MB NPU
CannedGestureClassifier ONNX float Qualcomm® QCS9075 0.225 ms 0 - 3 MB NPU
CannedGestureClassifier ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.076 ms 0 - 17 MB NPU
CannedGestureClassifier ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.08 ms 0 - 22 MB NPU
CannedGestureClassifier ONNX float Snapdragon® X2 Elite 0.071 ms 0 - 0 MB NPU
CannedGestureClassifier ONNX w8a8 Snapdragon® X Elite 1.57 ms 1 - 1 MB CPU
CannedGestureClassifier ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.557 ms 0 - 32 MB CPU
CannedGestureClassifier ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.658 ms 0 - 127 MB CPU
CannedGestureClassifier ONNX w8a8 Qualcomm® QCS9075 1.32 ms 0 - 3 MB CPU
CannedGestureClassifier ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.452 ms 0 - 23 MB CPU
CannedGestureClassifier ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.502 ms 0 - 22 MB CPU
CannedGestureClassifier ONNX w8a8 Snapdragon® X2 Elite 0.423 ms 2 - 2 MB CPU
CannedGestureClassifier QNN_DLC float Snapdragon® X Elite 0.156 ms 0 - 0 MB NPU
CannedGestureClassifier QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.061 ms 0 - 25 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® QCS8275 (Proxy) 0.312 ms 0 - 17 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.079 ms 0 - 1 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® SA8775P 0.223 ms 0 - 20 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® QCS9075 0.131 ms 0 - 2 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.102 ms 0 - 25 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® SA7255P 0.312 ms 0 - 17 MB NPU
CannedGestureClassifier QNN_DLC float Qualcomm® SA8295P 0.327 ms 0 - 15 MB NPU
CannedGestureClassifier QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.05 ms 0 - 23 MB NPU
CannedGestureClassifier QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.06 ms 0 - 20 MB NPU
CannedGestureClassifier QNN_DLC float Snapdragon® X2 Elite 0.142 ms 0 - 0 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Snapdragon® X Elite 0.168 ms 0 - 0 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.066 ms 0 - 25 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.323 ms 0 - 19 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.073 ms 0 - 2 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® SA8775P 0.666 ms 0 - 19 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® QCS9075 0.146 ms 2 - 4 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.109 ms 0 - 27 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® SA7255P 0.323 ms 0 - 19 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Qualcomm® SA8295P 0.334 ms 0 - 15 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.052 ms 0 - 21 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.064 ms 0 - 20 MB NPU
CannedGestureClassifier QNN_DLC w8a8 Snapdragon® X2 Elite 0.153 ms 0 - 0 MB NPU
CannedGestureClassifier TFLITE float Snapdragon® 8 Gen 3 Mobile 0.062 ms 0 - 24 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® QCS8275 (Proxy) 0.343 ms 0 - 19 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® QCS8550 (Proxy) 0.069 ms 0 - 2 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® SA8775P 0.662 ms 0 - 21 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® QCS9075 0.131 ms 0 - 2 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® QCS8450 (Proxy) 0.101 ms 0 - 26 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® SA7255P 0.343 ms 0 - 19 MB NPU
CannedGestureClassifier TFLITE float Qualcomm® SA8295P 0.371 ms 0 - 15 MB NPU
CannedGestureClassifier TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.051 ms 0 - 17 MB NPU
CannedGestureClassifier TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.056 ms 0 - 20 MB NPU
CannedGestureClassifier TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.069 ms 0 - 26 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCS6490 2.751 ms 0 - 7 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.35 ms 0 - 19 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.08 ms 0 - 1 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® SA8775P 0.234 ms 0 - 19 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCS9075 0.145 ms 0 - 2 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCM6690 2.007 ms 0 - 21 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.11 ms 0 - 26 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® SA7255P 0.35 ms 0 - 19 MB NPU
CannedGestureClassifier TFLITE w8a8 Qualcomm® SA8295P 0.357 ms 0 - 15 MB NPU
CannedGestureClassifier TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.058 ms 0 - 16 MB NPU
CannedGestureClassifier TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 1.903 ms 0 - 21 MB NPU
CannedGestureClassifier TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.061 ms 0 - 19 MB NPU
HandLandmarkDetector ONNX float Snapdragon® X Elite 0.678 ms 7 - 7 MB NPU
HandLandmarkDetector ONNX float Snapdragon® 8 Gen 3 Mobile 0.407 ms 0 - 45 MB NPU
HandLandmarkDetector ONNX float Qualcomm® QCS8550 (Proxy) 0.554 ms 0 - 9 MB NPU
HandLandmarkDetector ONNX float Qualcomm® QCS9075 0.885 ms 1 - 3 MB NPU
HandLandmarkDetector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.335 ms 0 - 26 MB NPU
HandLandmarkDetector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.26 ms 0 - 30 MB NPU
HandLandmarkDetector ONNX float Snapdragon® X2 Elite 0.315 ms 7 - 7 MB NPU
HandLandmarkDetector ONNX w8a8 Snapdragon® X Elite 0.436 ms 3 - 3 MB NPU
HandLandmarkDetector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.222 ms 0 - 48 MB NPU
HandLandmarkDetector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.291 ms 0 - 13 MB NPU
HandLandmarkDetector ONNX w8a8 Qualcomm® QCS9075 0.468 ms 0 - 3 MB NPU
HandLandmarkDetector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.188 ms 0 - 36 MB NPU
HandLandmarkDetector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.172 ms 0 - 35 MB NPU
HandLandmarkDetector ONNX w8a8 Snapdragon® X2 Elite 0.185 ms 5 - 5 MB NPU
HandLandmarkDetector QNN_DLC float Snapdragon® X Elite 0.594 ms 1 - 1 MB NPU
HandLandmarkDetector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.352 ms 0 - 44 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® QCS8275 (Proxy) 2.698 ms 1 - 28 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® QCS8550 (Proxy) 0.474 ms 1 - 2 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® SA8775P 0.88 ms 1 - 29 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® QCS9075 0.763 ms 1 - 3 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® QCS8450 (Proxy) 0.959 ms 0 - 47 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® SA7255P 2.698 ms 1 - 28 MB NPU
HandLandmarkDetector QNN_DLC float Qualcomm® SA8295P 1.22 ms 0 - 25 MB NPU
HandLandmarkDetector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.293 ms 1 - 32 MB NPU
HandLandmarkDetector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.225 ms 1 - 30 MB NPU
HandLandmarkDetector QNN_DLC float Snapdragon® X2 Elite 0.376 ms 1 - 1 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Snapdragon® X Elite 0.311 ms 0 - 0 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.148 ms 0 - 44 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 0.645 ms 0 - 29 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.194 ms 0 - 14 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® SA8775P 0.384 ms 0 - 31 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® QCS9075 0.277 ms 0 - 2 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.401 ms 0 - 47 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® SA7255P 0.645 ms 0 - 29 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Qualcomm® SA8295P 0.6 ms 0 - 27 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.127 ms 0 - 32 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.109 ms 0 - 32 MB NPU
HandLandmarkDetector QNN_DLC w8a8 Snapdragon® X2 Elite 0.23 ms 0 - 0 MB NPU
HandLandmarkDetector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.352 ms 0 - 49 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® QCS8275 (Proxy) 2.717 ms 0 - 31 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® QCS8550 (Proxy) 0.471 ms 0 - 2 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® SA8775P 0.909 ms 0 - 34 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® QCS9075 0.775 ms 0 - 10 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® QCS8450 (Proxy) 0.968 ms 0 - 47 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® SA7255P 2.717 ms 0 - 31 MB NPU
HandLandmarkDetector TFLITE float Qualcomm® SA8295P 1.217 ms 0 - 26 MB NPU
HandLandmarkDetector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.301 ms 0 - 30 MB NPU
HandLandmarkDetector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.227 ms 0 - 33 MB NPU
HandLandmarkDetector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.154 ms 0 - 43 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCS6490 0.966 ms 0 - 9 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 0.669 ms 0 - 29 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.197 ms 0 - 18 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® SA8775P 0.401 ms 0 - 30 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCS9075 0.3 ms 0 - 5 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCM6690 1.295 ms 0 - 27 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.415 ms 0 - 45 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® SA7255P 0.669 ms 0 - 29 MB NPU
HandLandmarkDetector TFLITE w8a8 Qualcomm® SA8295P 0.621 ms 0 - 26 MB NPU
HandLandmarkDetector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.135 ms 0 - 31 MB NPU
HandLandmarkDetector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.232 ms 0 - 27 MB NPU
HandLandmarkDetector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.111 ms 0 - 31 MB NPU
PalmDetector ONNX float Snapdragon® X Elite 1.66 ms 4 - 4 MB NPU
PalmDetector ONNX float Snapdragon® 8 Gen 3 Mobile 0.99 ms 0 - 78 MB NPU
PalmDetector ONNX float Qualcomm® QCS8550 (Proxy) 1.418 ms 0 - 7 MB NPU
PalmDetector ONNX float Qualcomm® QCS9075 2.038 ms 1 - 4 MB NPU
PalmDetector ONNX float Snapdragon® 8 Elite For Galaxy Mobile 0.787 ms 0 - 43 MB NPU
PalmDetector ONNX float Snapdragon® 8 Elite Gen 5 Mobile 0.665 ms 0 - 53 MB NPU
PalmDetector ONNX float Snapdragon® X2 Elite 0.759 ms 0 - 0 MB NPU
PalmDetector ONNX w8a8 Snapdragon® X Elite 0.736 ms 2 - 2 MB NPU
PalmDetector ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.391 ms 0 - 68 MB NPU
PalmDetector ONNX w8a8 Qualcomm® QCS8550 (Proxy) 0.553 ms 0 - 45 MB NPU
PalmDetector ONNX w8a8 Qualcomm® QCS9075 0.711 ms 0 - 3 MB NPU
PalmDetector ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.323 ms 0 - 42 MB NPU
PalmDetector ONNX w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.304 ms 0 - 48 MB NPU
PalmDetector ONNX w8a8 Snapdragon® X2 Elite 0.324 ms 0 - 0 MB NPU
PalmDetector QNN_DLC float Snapdragon® X Elite 1.529 ms 1 - 1 MB NPU
PalmDetector QNN_DLC float Snapdragon® 8 Gen 3 Mobile 0.952 ms 0 - 65 MB NPU
PalmDetector QNN_DLC float Qualcomm® QCS8275 (Proxy) 4.811 ms 1 - 47 MB NPU
PalmDetector QNN_DLC float Qualcomm® QCS8550 (Proxy) 1.304 ms 1 - 2 MB NPU
PalmDetector QNN_DLC float Qualcomm® SA8775P 7.649 ms 1 - 45 MB NPU
PalmDetector QNN_DLC float Qualcomm® QCS9075 1.895 ms 1 - 3 MB NPU
PalmDetector QNN_DLC float Qualcomm® QCS8450 (Proxy) 2.07 ms 0 - 61 MB NPU
PalmDetector QNN_DLC float Qualcomm® SA7255P 4.811 ms 1 - 47 MB NPU
PalmDetector QNN_DLC float Qualcomm® SA8295P 2.419 ms 0 - 37 MB NPU
PalmDetector QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 0.725 ms 0 - 44 MB NPU
PalmDetector QNN_DLC float Snapdragon® 8 Elite Gen 5 Mobile 0.612 ms 1 - 48 MB NPU
PalmDetector QNN_DLC float Snapdragon® X2 Elite 0.994 ms 1 - 1 MB NPU
PalmDetector QNN_DLC w8a8 Snapdragon® X Elite 0.674 ms 0 - 0 MB NPU
PalmDetector QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.361 ms 0 - 53 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® QCS8275 (Proxy) 1.314 ms 0 - 37 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® QCS8550 (Proxy) 0.501 ms 0 - 6 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® SA8775P 0.783 ms 0 - 41 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® QCS9075 0.659 ms 2 - 4 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® QCS8450 (Proxy) 0.631 ms 0 - 54 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® SA7255P 1.314 ms 0 - 37 MB NPU
PalmDetector QNN_DLC w8a8 Qualcomm® SA8295P 1.033 ms 0 - 36 MB NPU
PalmDetector QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.296 ms 0 - 41 MB NPU
PalmDetector QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.285 ms 0 - 41 MB NPU
PalmDetector QNN_DLC w8a8 Snapdragon® X2 Elite 0.511 ms 0 - 0 MB NPU
PalmDetector TFLITE float Snapdragon® 8 Gen 3 Mobile 0.974 ms 0 - 63 MB NPU
PalmDetector TFLITE float Qualcomm® QCS8275 (Proxy) 4.881 ms 0 - 44 MB NPU
PalmDetector TFLITE float Qualcomm® QCS8550 (Proxy) 1.387 ms 0 - 5 MB NPU
PalmDetector TFLITE float Qualcomm® SA8775P 2.095 ms 0 - 46 MB NPU
PalmDetector TFLITE float Qualcomm® QCS9075 2.053 ms 0 - 7 MB NPU
PalmDetector TFLITE float Qualcomm® QCS8450 (Proxy) 2.068 ms 0 - 58 MB NPU
PalmDetector TFLITE float Qualcomm® SA7255P 4.881 ms 0 - 44 MB NPU
PalmDetector TFLITE float Qualcomm® SA8295P 2.547 ms 0 - 36 MB NPU
PalmDetector TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 0.769 ms 0 - 41 MB NPU
PalmDetector TFLITE float Snapdragon® 8 Elite Gen 5 Mobile 0.632 ms 0 - 47 MB NPU
PalmDetector TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.355 ms 0 - 51 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCS6490 1.27 ms 0 - 6 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCS8275 (Proxy) 1.33 ms 0 - 36 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCS8550 (Proxy) 0.5 ms 0 - 4 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® SA8775P 0.807 ms 0 - 39 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCS9075 0.677 ms 0 - 4 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCM6690 2.416 ms 0 - 36 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® QCS8450 (Proxy) 0.63 ms 0 - 52 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® SA7255P 1.33 ms 0 - 36 MB NPU
PalmDetector TFLITE w8a8 Qualcomm® SA8295P 1.071 ms 0 - 34 MB NPU
PalmDetector TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.298 ms 0 - 36 MB NPU
PalmDetector TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.508 ms 0 - 34 MB NPU
PalmDetector TFLITE w8a8 Snapdragon® 8 Elite Gen 5 Mobile 0.278 ms 0 - 40 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