Implementing YOLOv8 for Real-time Weapon Detection
As crime rates fluctuate and public safety becomes a growing concern, the demand for innovative solutions to enhance security and ensure peace of mind has never been more critical. This course is designed for the participants to learn how to implement an advanced machine learning technique, object detection, and use it to solve real-world problems. By exploring the capabilities of YOLOv8 (You Only Look Once), an object detection algorithm known for its exceptional speed and accuracy, students will embark on a journey to develop and deploy a system capable of recognizing weapons in diverse settings, ultimately contributing to safer community environments.
Throughout this 3-day workshop, participants will learn how object detection works with the help of YOLOv8, including its architecture, training processes, and evaluation of its performance. Practical sessions will guide participants through the entire pipeline of developing an object detection model, from collecting and annotating datasets to training and fine-tuning the model for optimal performance in detecting weapons within video feeds from ATMs and minimarkets.
NOTE: This workshop will be delivered in Bahasa Indonesia.
Upon completion of this workshop, you will be able to:
Python Programming Basics
Introduction to Object Detection and YOLOv8
Data Collection and Preparation
Training and Evaluating the YOLOv8 Model
This testimonial video is taken after our previous Online Data Science Series: Time Series Analysis for Business Forecasting.
Our learning format is online-interactive, you will feel the interactive experience as if you were present in a physical classroom. You can access the class using your Zoom account on pre-defined dates.
Workshops in this series are tailored to casual programmers and non-programmers that are taking their first steps into data science. It assumes no prior knowledge or academic background, and attendees will be introduced to the beautiful art of writing R / Python code to produce data visualization and build machine learning models. The workshop has a gentle learning slope that is designed with non-technical professionals and academics in mind.
If I don’t have any IT or programming skills, can I still attend this workshop?
Yes, you can still attend the workshop as it is a beginner-friendly workshop.
How to join the interactive-online learning class after I’ve done the payment & registration?
Our system will send you an email containing a link and details to join a Google Classroom.
What platform will be utilized for this online-interactive learning workshop?
Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.
How will the participants receive the learning materials?
Learning materials can be obtain via Google Classroom
Would I receive a certificate after participating in the Workshop?
Yes, you will receive a certificate of completion.
Arkana is a Data Science Instructor at Algoritma Data Science School with expertise in delivering courses on data analytics, data visualization, and machine learning. Proficient in R, Python, and SQL, he brought diverse skill sets to the class, enabling students to grasp complex concepts and apply them effectively. He specializes in machine learning, with a particular focus on computer vision, natural language processing, and deep learning. He developed a notable object detection project capable of detecting students’ engagement during class sessions. Passionate about helping people learn, he created a supportive learning environment that fosters curiosity and encourages the pursuit of knowledge.
PT. Algoritma Data Indonesia.
Menara Kadin, 4th Floor. Kuningan, DKI Jakarta 12950.
WhatsApp: 0816-692-471
Email: community@algorit.ma
