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Deteksi Hunian Di Tempat Parkir (Occupancy Detection In Parking Lot)

MSIB (Certified Independent Study and Internship) is one of the activity programs at the Merdeka Campus which aims to help students improve their skills and develop themselves. MSIB appointed Orbit Future Academy as one of the partners in the Independent Study program. Founded in 2016 with the aim of improving the quality of life through innovation, education and skills training. In accordance with its mission, namely "We curate and localize international programs and courses for upskilling, re-skilling youth, and the workforce towards jobs of the future". Partners provide opportunities for students to take Artificial Intelligence programs and study online. Learning consists of eight material courses including Python Programming, AI Technology Logic and Concepts, AI Project Cycle, AI Research Methods, ChatGPT, Professional and Company Ethics, Financial Literacy and ending with a Final Project. The final project scope carried out is the Occupancy Detection in Parking Lot project. This project uses the Computer Vision domain with the selection of the YOLO model in detecting objects and pixel segmentation. The project begins with selecting a dataset using roboflow which then goes through data pre-processing for cloning, annotation and augmentation. Then the model is trained using machine learning and deep learning algorithms to understand patterns and characteristics related to parking spaces. Once trained, the AI model will be validated using test data. This aims to ensure that the model truly recognizes the presence of the vehicle. Next, form the application design in creating an informative interface using wireframes. Then enter the deployment stage so that the system can be accessed widely and easily via the web. Lastly, field testing is to find out the performance of the application that has been designed.
 
 

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Deteksi Hunian Di Tempat Parkir (Occupancy Detection In Parking Lot)

MSIB (Certified Independent Study and Internship) is one of the activity programs at the Merdeka Campus which aims to help students improve their skills and develop themselves. MSIB appointed Orbit Future Academy as one of the partners in the Independent Study program. Founded in 2016 with the aim of improving the quality of life through innovation, education and skills training. In accordance with its mission, namely "We curate and localize international programs and courses for upskilling, re-skilling youth, and the workforce towards jobs of the future". Partners provide opportunities for students to take Artificial Intelligence programs and study online. Learning consists of eight material courses including Python Programming, AI Technology Logic and Concepts, AI Project Cycle, AI Research Methods, ChatGPT, Professional and Company Ethics, Financial Literacy and ending with a Final Project. The final project scope carried out is the Occupancy Detection in Parking Lot project. This project uses the Computer Vision domain with the selection of the YOLO model in detecting objects and pixel segmentation. The project begins with selecting a dataset using roboflow which then goes through data pre-processing for cloning, annotation and augmentation. Then the model is trained using machine learning and deep learning algorithms to understand patterns and characteristics related to parking spaces. Once trained, the AI model will be validated using test data. This aims to ensure that the model truly recognizes the presence of the vehicle. Next, form the application design in creating an informative interface using wireframes. Then enter the deployment stage so that the system can be accessed widely and easily via the web. Lastly, field testing is to find out the performance of the application that has been designed.

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Health and Safety PPE Compliance Tracking Di Orbit Future Academy

Orbit Future Academy (OFA) is the largest AI (Artificial Intelligence) training company in Indonesia. The name "Orbit" is a legacy left by Mrs. Dr. Hasri Ainun Habibie and Mr. Prof. Dr. Ing. B.J. 3rd President of the Republic of Indonesia, figures driving the world of education in Indonesia. OFA was founded with the aim of improving the quality of life through educational innovation and skills training . OFA has been an MSIB partner since 2020 (Cycle 1). In December 2022, OFA received an award as Partner with the Best Collaboration from MSIB. To date, more than 10,000 students have graduated from the OFA program and curriculum partners. AI Program 4 Jobs aims to build AI readiness by improving individual skills in the field of AI that are needed in preparation for entering the future world of work. The output of the 4 Jobs AI Campus Program is an AI-based final project according to industry needs. The final project is mandatory. The final project is carried out in groups. However, The final report manuscript is done individually. All final project results become the property of the participants and non-partner supervisors (OFA). Participants are allowed to make or develop a thesis or final project, sell existing applications, send scientific articles that have been prepared, take part in competitions or contests. In addition, this program includes developing mindsets and skills to achieve success in the very dynamic world of technological development towards updating and dependence in the field of AI. AI 4 Jobs focuses on competencies to build AI Readiness by increasing individual skills in the AI ​​field that are needed in preparation for entering the world of work of the future.
 

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