Hand Gesture Recognition using Machine learning in Python - Brossura

Sohal, Asha

 
9786207450374: Hand Gesture Recognition using Machine learning in Python
Brossura
ISBN 10: 620745037X ISBN 13: 9786207450374
Casa editrice: LAP LAMBERT Academic Publishing, 2023

Sinossi

Hand gesture-controlled presentations using Machine Learning (ML) involve using a computer vision-based system to interpret hand movements and gestures as commands to control presentations. Gather a dataset of hand gesture images or videos, capturing various hand movements and gestures that correspond to different presentation commands (e.g., next slide, previous slide, zoom in, zoom out). Clean and preprocess the collected data by resizing, normalizing, and augmenting images or videos to enhance the model's robustness. Utilize Machine Learning techniques, often employing Convolutional Neural Networks (CNNs) or other deep learning architectures, to train a model on the collected dataset. This model learns to recognize and classify different hand gestures. Once trained, the model is capable of recognizing specific hand gestures in real-time. It can identify gestures such as open palm for next slide, closed fist for previous slide, pinch for zoom in, spreading fingers for zoom out, etc.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
620745037X
ISBN 13 
9786207450374
Rilegatura
Copertina flessibile
Numero di pagine
52
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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info@krega-onlinehandel.de

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