Deep learning based hand gesture recognition using LSTM and MediaPipie.

Last update: Nov 11, 2022

Related tags

Deep Learning gesture-recognition

Overview

Hand Gesture Recognition

Deep learning based hand gesture recognition using LSTM and MediaPipie.

Demo video using PingPong Robot

Files

Pretrained model in models directory.

create_dataset.py

Collect dataset from webcam.

train.ipynp

Create and train the model using collected dataset.

test.py

Test the model using webcam or video.

robot.py

Gesture control using PingPong Robot.

Dependency

Python 3
TensorFlow 2.4
sklearn
numpy
OpenCV
MediaPipe

Owner

Brad

Deep Hacker, Taehee Brad Lee https://youtube.com/c/빵형의개발도상국

GitHub Repository

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Deep learning based hand gesture recognition using LSTM and MediaPipie.

Related tags

Overview

Hand Gesture Recognition

Files

Dependency

Owner

Brad

Open source hardware and software platform to build a small scale self driving car.

Neural Motion Learner With Python

Simultaneous Demand Prediction and Planning

Model Zoo for AI Model Efficiency Toolkit

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