My latest project: a Hand Gesture Volume Controller using Python, OpenCV, and MediaPipe! 🤚🎶 This innovative project leverages real-time hand tracking and gesture recognition to adjust system volume seamlessly. By detecting the distance between the
(2023). Real-Time Hand Gesture Recognition for Humanoid Robot Control Using Python CVZone. In: Ben Ahmed, M., Boudhir, A.A., Santos, D., Dionisio, R., Benaya, N. (eds) Innovations in Smart Cities Applications Volume 6. SCA 2022. Lecture Notes in Networks and Systems, vol 629. ...
A Hand Gesture Detection and Control program using OpenCV and mediapipe, programmed in Python Topics python opencv webcam gesture-controller Resources Readme License MIT license Activity Stars 8 stars Watchers 1 watching Forks 1 fork Report repository Releases 1 tags Packages No packages...
模型训练的主文件是train.py,下面的三条指令分别对应着小中大三个模型的训练,有GPU的同学可以将设备换为0,表示使用0号GPU卡,显存比较大的同学可以将batchsize调整为4或者16,训练起来更快。 python train.py --data hand_data.yaml --cfg hand_yolov5s.yaml --weights pretrained/yolov5s.pt --epoch 100 -...
Using the hand as a device makes it simple to interface with humans and computers. It would be intriguing to engage with machines using hand gestures (Li G, Li D, Yang A, Real-time hand gesture detection based on Yolov5s. In: Proceedings of the 41st Chinese control conference, July 25...
Baseline resultsfor isolated and continuous hand gesture recognition of the IPN Hand dataset can be foundhere. Requirements Please install the following requirements. Python 3.5+ PyTorch 1.0+ TorchVision Pillow OpenCV Pretrained models ResNeXt-101 models ...
Hamsa is the software written by Codethink and this is required to control a robot hand. It is designed to run on linux. The software consists of a cpp library (that communicates with the servos over serial) and python bindings for that library. ...
Gesture Tracking Impersonate the Optimal Acting Performance Preview real-time performances on virtual characters, helping mocap performers adapt to character proportions and elevate their acting. This iterative process puts directors in full control and enables instant feedback to eliminate guesswork, redu...
First, we need to install python dependencies. Make sure you that you are usingpython3.7 List of packages ConfigArgParse == 1.2.3 djitellopy == 1.5 numpy == 1.19.3 opencv_python == 4.5.1.48 tensorflow == 2.4.1 mediapipe == 0.8.2 ...
hand-gesture-recognition-using-mediapipe is under Apache v2 license.About MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。(Estimate hand pose using MediaPipe(Python version). ...