Human Detection using AR-Unity
Human Detection using AR Project made in unity.
Introduction:
Human detection is a critical aspect of numerous computer vision applications, including security systems, autonomous vehicles, and augmented reality (AR). Drawing upon expertise in Unity game development and AR, our project aimed to develop and implement human detection using AR Foundation within the Unity framework.
Methodology:
AR Foundation: Leveraging AR Foundation, which integrates the capabilities of ARCore, ARKit, and Magic Leap, we created a unified platform for AR development across various devices.
Machine Learning Techniques: Implementation of real-time human detection involved utilizing advanced machine learning techniques. This required expertise in computer vision, image processing, and machine learning, with deep learning algorithms such as YOLO, SSD, or Faster R-CNN being prominent candidates for detecting humans in images or video streams.
Project Highlights:
Unity Game Development: Proficiency in Unity game development enabled us to craft a user-friendly interface for human detection using AR. Unity’s robust engine provided a solid foundation for building and deploying AR applications seamlessly.
AR Technologies: The project underscored our deep understanding of AR technologies, particularly AR Foundation. By harnessing AR Foundation’s capabilities, we were able to create interactive and immersive AR experiences.
Computer Vision Expertise: Effective human detection relies on intricate algorithms and techniques for accurately identifying and classifying humans within images or video streams. Our project demonstrated a profound understanding of computer vision principles and their practical applications.
Conclusion:
Human detection using AR Foundation within Unity represents a significant advancement in the field of computer vision and AR development. With its wide-ranging applications across security systems, AR games, and autonomous vehicles, this project holds promise for enhancing the performance and capabilities of such applications. It stands as a testament to our expertise in Unity game development, AR technologies, and computer vision techniques.