Browse real student projects, abstracts, and awards.
ISEF · 2018
Robotics and Intelligent Machines
Visually impaired humans lead very difficult lives. They often must rely on external sources to help them. Many of these external sources are guide dogs and walking sticks. The problem with…
ISEF · 2018
Robotics and Intelligent Machines
There is, as of now, no objective method of measuring the difficulty of a given problem. Since biological brains are too generalized, however, a substitute becomes necessary for experimental…
ISEF · 2018
Robotics and Intelligent Machines Third Award
In recent years, congestion in the global airspace has escalated at an exponential rate, increasing the probability of an air collision. Furthermore, many companies plan to deploy autonomous…
ISEF · 2018
Robotics and Intelligent Machines
This project evaluates multiple machine learning (ML) algorithms to determine optimal accuracy in detecting breast cancer. It also analyzes the effect of applying Principal Component Analysi…
ISEF · 2018
Robotics and Intelligent Machines
During a prolonged time execution, deep recurrent neural networks suffer from the so-called \textit{long-term dependency problem} due to their recurrent connection. Although Long Short-Term…
ISEF · 2018
Robotics and Intelligent Machines
Robotic arms are perhaps the most important manufactured tool in the world. However, manufacturing robotic arms are very expensive, costing over thousands of dollars. The project is presenti…
ISEF · 2018
Robotics and Intelligent Machines Fourth Award
Desktop 3D printing has a massive potential market, however, due to the high cost, complexity and difficulty of use there hasn’t been widespread adoption yet. My printer aims to be the cheap…
ISEF · 2018
Robotics and Intelligent Machines
Skin cancer is the most commonly diagnosed cancer in the U.S. Although it comprises less than 1% of new diagnoses, melanoma accounts for the vast majority of skin cancer deaths. The American…
ISEF · 2018
Robotics and Intelligent Machines Fourth Award
This project aims to develop a technology-based solution that gives people opportunity to realize a way of transportation in which cargo platform keeps horizontal position during all time, f…
ISEF · 2018
Robotics and Intelligent Machines
The purpose of this research project is to give a practical, portable and economic solution to “energy-poor” people in remote areas of the Peruvian Amazon Rainforest, as well as encourage co…
ISEF · 2018
Robotics and Intelligent Machines Fourth Award
Nowadays there are 360 million people with speech disturbances worldwide. Despite the existence of sign language and methods of its interpretation the issue of communication with deaf-mute p…
ISEF · 2018
Robotics and Intelligent Machines Fourth Award
The novel human-computer interaction tool developed in this study replaces the features of keyboard and mouse by using a highly accurate gaze tracker based on a neural network for general us…
ISEF · 2018
Robotics and Intelligent Machines
Although machine learning is becoming increasingly necessary in every industry, its programming is still difficult for most people, even to some experts. Scripting for neural network usually…
ISEF · 2018
Robotics and Intelligent Machines
The project’s purpose was to code and train an artificial intelligence model, as well as to make an auxiliary device that monitors infants in their sleep to prevent cases of Sudden Infant De…
ISEF · 2018
Robotics and Intelligent Machines
Robots are starting to interact more frequently with a dynamic environment, outside limited manufacturing sites, encounter a difficulty when needed to navigate from one location to another.…
ISEF · 2018
Robotics and Intelligent Machines
Phishing websites are amongst the biggest threats Internet users face today, with an average of over 1.3 million such websites being created every month, according to 2017 Webroot Data. Exis…
ISEF · 2018
Robotics and Intelligent Machines
Parkinson's disease is a neurological disorder that affects the motor skills of patients, affecting nearly 10 million people worldwide. This neurodegenerative disorder negatively affects the…
ISEF · 2018
Robotics and Intelligent Machines
The Philippines’ 7,100-island archipelago is recognized for its diverse marine ecosystems, requiring extensive surveillance both for security purposes and further study. One way to conduct u…
ISEF · 2018
Robotics and Intelligent Machines
Mimicking the human mind is paramount in modern research fields such as autonomous vehicle development. The accepted computational model of vision by Miconi et al. (2016) mimics the way huma…
ISEF · 2018
Robotics and Intelligent Machines
Forest monitoring is crucial for prevention of wildfires and control of tree pathologies. The monitoring of remote forest regions by humans can often be complicated or impossible. Thus, deve…
ISEF · 2018
Robotics and Intelligent Machines
Stroke is an increasingly common injury in the world today and it can cause serious long-term problems with mobility in many body parts, including the arms and hands. Many researchers have d…
ISEF · 2018
Robotics and Intelligent Machines
Multicopters have a wide range of applications from search and rescue to package delivery and medical support. Although growing in popularity, they are not used yet on an industrial scale fo…
ISEF · 2018
Robotics and Intelligent Machines
Purpose: Studying the evolution of simple creatures is key in order to unlock new knowledge. This could help us create genetic algorithms that allow robots to learn new techniques on the fly…
ISEF · 2018
Robotics and Intelligent Machines
There has been an increase in the number of heavy duty vehicles involved in accidents in Nigeria in recent years and over 74% of these reported cases were due to drunk driving. Any sustainab…
ISEF · 2018
Robotics and Intelligent Machines
Water is the most essential need in many fields. Egypt’s current state of water security is bleak ,as it already has a water deficit of 30 billion cubic meters. Nowadays water scarcity is a…
ISEF · 2018
Robotics and Intelligent Machines
Inventory or stock monitoring is one of the key aspects of a successful and sustainable business. Inventory monitoring enables businesses to maximise profit and reduce product lost or theft…
ISEF · 2018
Robotics and Intelligent Machines
People in many countries across the world depend on agriculture as a source of sustainability. Agriculture plays a huge part in the world economy so much that agriculture is a 2.4 trillion d…
ISEF · 2018
Robotics and Intelligent Machines
I hypothesized that two completely uninformed artificial intelligences (AI) could learn by competing to restore obstructed images. Like two novice chess players, they might learn just from p…
ISEF · 2018
Robotics and Intelligent Machines Third Award
The visually impaired face a range of different problems, notably their inability to interact socially and independently. Such challenges range from basic tasks such as recognizing something…
ISEF · 2018
Robotics and Intelligent Machines Third Award
The electrocardiogram (ECG) is a vital component in cardiovascular disease diagnosis and functions by measuring the electrical activity of the heart. However, it has three limitations which…