mahaputra_ilham (mahaputra_ilham)

2021: This project is the final activity organized by the Kementerian Komunikasi dan Informatika through the Digital Talent Scholarship program in collaboration with IAIS and Intel. In this final project, we are provided with chest x-ray datasets in normal people and people with pneumonia. In this project, we are given a problem to solve pneumonia recognition from a given dataset by applying artificial intelligence. In addition, we are required to complete several challenges, such as solving some bugs or errors in the program, making our training model, and making report classifications.

2021: This project is object detection for therapeutic purposes in dementia using YoloV5. In this project, there are two objects to be detected, namely dolls and glasses.

2021: This project is about action recognition for Activity of Daily Living therapy for elderly people with dementia. We use the openpose library to get the skeleton data in this project. For feature extraction, spatiotemporal analysis is used, where the system will analyze the action being carried out by the patient for 15 frames. The action classification used is the Support Vector Machine. This project can recognize seven actions: standing, sitting, walking, falling, drinking, sleeping, and eating.