Deep learning based hand gesture recognition using LSTM and MediaPipie.
Demo video using PingPong Robot
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.
Stock Price Prediction Using Deep Learning Univariate Time Series Predicting stock price using historical data of a company using Neural networks for
OpenHands OpenHands is a gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor. Currently the system can iden
QuickDraw - AirGesture Introduction Here is my python source code for QuickDraw - an online game developed by google, combined with AirGesture - a sim
Event based Gesture Recognition Gesture recognition on Event Data usually involv
This Project Uses OpenCV and MediaPipe Hand solutions to identify hands and Change system volume by taking thumb and index finger positions
手势交互地图 GBIM(Gesture-Based Interaction map)，基于视觉深度神经网络的交互地图，通过电脑摄像头观察使用者的手势变化，进而控制地图进行简单的交互。网络使用PaddleX提供的轻量级模型PPYOLO Tiny以及MobileNet V3 small，使得整个模型大小约10MB左右，即使在CPU下也能快速定位和识别手势。
Machine Learning Hand Detector This is a Machine Learning Based Hand Detector Project, It Uses Machine Learning Models and Modules Like Mediapipe, Dev
This tool uses Deep Learning to help you draw and write with your hand and webcam. A Deep Learning model is used to try to predict whether you want to have 'pencil up' or 'pencil down'.
GazeScroller Using Facial Movements to perform Hands-free Gesture on the system
Unified Gesture Recognition and Fingertip Detection A unified convolutional neural network (CNN) algorithm for both hand gesture recognition and finge
Overview This is a hobby project which includes a hand-gesture controlled virtual piano using an android phone camera and some OpenCV library. My moti
Control-Raspberry-Pi-Robot-using-Hand-Gestures you can see all details about thi
Hand Gesture Volume Control Modules There are basically three modules Handtracking Program Handtracking Module Volume Control Program Handtracking Pro
NonMouse 日本語のREADMEはこちら This is an application that allows you to use your hand itself as a mouse. The program uses a web camera to recognize your han
Gesture-Volume-Control This Python program can adjust the system's volume by usi
Gesture Volume Control Hand Gesture Volume Control | Open CV | Computer Vision Use gesture control to change the volume of a computer. First we look i
HandTrackingBrightnessControl A hand tracking demo made with mediapipe where you can control lights with pinching your fingers and moving your hand up
A tour through tensorflow with financial data I present several models ranging in complexity from simple regression to LSTM and policy networks. The s
Hand Distance Measurement Game This is program is made to calculate the distance
7 Nov 27, 2022
12 Jan 10, 2022
89 Dec 18, 2022
2 Feb 14, 2022
6 Sep 12, 2022
8 Feb 10, 2022
3 Feb 25, 2022
169 Dec 10, 2022
2 Jan 5, 2022
227 Dec 25, 2022
1 Nov 19, 2021
27 Dec 13, 2022
1 Jan 12, 2022
55 Jan 1, 2023
1 Dec 30, 2021
3 Jun 15, 2022
19 Feb 12, 2022
195 Dec 7, 2022
2 Jan 12, 2022