Here I have created software that can detect objects using Python and libraries such as YOLO. https://youtu.be/VKtSHhJBJcE?si=rwefebFRlIPr1ruN
For the longest time, I've wanted to pursue an object detection project, but I've struggled to find the right motivation and purpose to drive me. That is, until the recent Hackathon event, which provided me with the perfect inspiration and opportunity to bring this idea to life.
The Hackathon challenge called for solutions that could have a meaningful social impact. This resonated deeply with me, as I've always been passionate about using technology to address societal challenges and improve people's lives. With this new motivation in mind, I set out to develop an object detection model that could be leveraged for social good.
The core aim of this project is to create a robust object detection system that can be deployed in various real-world scenarios to assist underserved communities and address pressing issues. Whether it's identifying essential supplies in disaster relief efforts, detecting hazards in low-income neighborhoods, or assisting individuals with visual impairments, the potential applications of this technology are vast and impactful.
To achieve this goal, I plan to leverage state-of-the-art machine learning and computer vision techniques to build a highly accurate and efficient object detection model. I'll be exploring various deep learning architectures, such as Convolutional Neural Networks (CNNs) and Region-based Convolutional Neural Networks (R-CNNs), to create a solution that can reliably detect and classify a wide range of objects in diverse environments.
Importantly, I'll be working closely with community organizations, subject matter experts, and end-users to ensure that the project is tailored to their specific needs and pain points. This collaborative approach will be crucial in ensuring that the final solution is not only technologically advanced but also highly practical and impactful.
Throughout the development process, I'll be documenting my progress, sharing insights, and engaging with the broader community to foster knowledge sharing and collaboration. My ultimate aim is to create a model that can be easily adopted and integrated into various social impact initiatives, empowering organizations and individuals to drive positive change in their communities.
I'm excited to embark on this meaningful journey and leverage the power of object detection to make a tangible difference in the lives of those who need it most. With the Hackathon challenge as the driving force, I'm confident that I can deliver a project that will truly make a lasting impact.