Browse real student projects, abstracts, and awards.
ISEF · 2020
Robotics and Intelligent Machines
Of the estimated 7,100 languages spoken today, half are in danger of extinction by the end of the century, with one language dying out every two weeks. The biggest problem in recording writt…
ISEF · 2020
Robotics and Intelligent Machines
Machine learning (ML) is widely applied in robotic technology. From facial recognition to nature language processing, it is becoming an integral part of life. Although ML was originally used…
ISEF · 2020
Robotics and Intelligent Machines
In the USA, 85% of our landfill content is compostable, recyclable, or otherwise reusable; on a global scale, 91% of plastics aren’t recycled, instead ending up in landfills and harming the…
ISEF · 2020
Robotics and Intelligent Machines
While deep reinforcement learning has achieved some impressive results in the past years, it suffers from poor sample efficiency and an inablily to generalize, since they learn to manipulate…
ISEF · 2020
Robotics and Intelligent Machines
Mission-critical communications (MCC) refer to those that support operations involving high risk to human life and property. As RF spectrum becomes highly contested, ensuring mission success…
ISEF · 2020
Robotics and Intelligent Machines
As the most dangerous type of skin cancer, melanomas are often misdiagnosed by dermatologists for nevi. Early detection of melanomas is crucial for improving the five-year survival rate. Nin…
ISEF · 2020
Robotics and Intelligent Machines
According to the IDC, the world’s data (the DataSphere) will grow to a mind-boggling 175 Zetta Bytes (175 Billion Terabytes) by 2025. Video data is expected to account for more than 40% of t…
ISEF · 2020
Robotics and Intelligent Machines
Careful monitoring of plant conditions and their diagnosis is necessary, but a human cannot control a large area of land where the crop grows. Early diagnosis and accurate detection of plant…
ISEF · 2020
Robotics and Intelligent Machines
Approximately 44 million people worldwide live with Alzheimer’s disease or a related form of dementia. Alzheimer’s is particularly difficult to diagnose because the symptoms occur after the…
ISEF · 2020
Robotics and Intelligent Machines
One of my best friends struggles with Arthrogryposis Multiplex Congenital which fuses your bones and stiffens your muscles. In her case disables her upper body functions and disables her to…
ISEF · 2020
Robotics and Intelligent Machines
More than 2 billion people on Earth lack clean drinking water (UNDP Human Development Report 2019). Right now, randomly packed structures are the way to filtrate. The philosophy behind these…
ISEF · 2020
Robotics and Intelligent Machines
One of the most critical challenges for governments is law enforcement and city safety;from that came the importance of systems that can detect lawbreaking.This project's objective is to car…
ISEF · 2020
Robotics and Intelligent Machines
According to the World Health Organization (WHO), nearly 90% of adults and 60% of children have dental health problems (e.g., gingivitis, plaque and calculus). For young people, the sooner t…
ISEF · 2020
Robotics and Intelligent Machines
Conventional methods of warning emergency heavily rely on auditory signals and are inaccessible to 300 million people worldwide with hearing impairment. This study aimed to produce a softwar…
ISEF · 2020
Robotics and Intelligent Machines
A speech emotion recognition algorithm based on multi-feature and multi-lingual fusion is proposed in order to resolve low recognition accuracy caused by lack of large speech dataset and low…
ISEF · 2020
Robotics and Intelligent Machines
Machine learning is the ability for a computer to learn and adapt from experience rather than from code that is already in its program. More specifically, supervised machine learning takes d…
ISEF · 2020
Robotics and Intelligent Machines
In my project, I wanted to find out what method, out of the ones that I tested, would best train a neural network. Testing these methods is important because neural networks are used on a wi…
ISEF · 2020
Robotics and Intelligent Machines
Parked vehicles can reach unsafe temperatures, potentially leaving children, pets, and others in our care at risk for heatstroke or even death. The purpose of this project is to develop a pr…
ISEF · 2020
Robotics and Intelligent Machines
Cableways are widely used in the world because of their low cost, safety and environmental friendliness. However, they periodically break down and stop, which leads to the need to evacuate p…
ISEF · 2020
Robotics and Intelligent Machines
Forecasting pedestrian movement is an integral part of both fully autonomous vehicles and advanced driver assistance systems (ADAS) as, when traveling at high speeds, a response often needs…
ISEF · 2020
Robotics and Intelligent Machines
Using Machine Learning for Pneumonia Diagnosis Pneumonia is among the leading causes of death in the world and it is ranked sixth-leading cause of premature death in South Africa. The people…
ISEF · 2020
Robotics and Intelligent Machines
Breast cancer is the most common cancer in women globally, causing an estimated 626,700 deaths in 2018. As the late detection of breast cancer recurrence leads to a 1-1.5% curability rate, m…