Browse real student projects, abstracts, and awards.
ISEF · 2019
Robotics and Intelligent Machines
Physical activity monitoring is very useful in understanding personal health condition and developing recovery plan of patients. It has been of great interest in using accelerometer data to…
ISEF · 2019
Robotics and Intelligent Machines
Boosted by an increase in single-family housing, and the rising need for storm-resistant products, the demand for roofing in the U.S. is expected to grow at a compound annual growth rate (CA…
ISEF · 2019
Robotics and Intelligent Machines
This project involved the development of autonomous Micro Aerial Vehicles (MAVs) that use a multi-sensorial localization system to navigate and deliver payloads. As a continuation project, i…
ISEF · 2019
Robotics and Intelligent Machines
In this day and age, The EMG Robot Prosthetic Arm is available in 14 hand gestures and is worth tens of thousands of dollars. Therefore, it is difficult to provide free support to people wit…
ISEF · 2019
Robotics and Intelligent Machines
In these days, many software engineers and researchers need to use multiple computers at the same time due to various work requirements. It is very inconvenient to control these computers wi…
ISEF · 2019
Robotics and Intelligent Machines
Euglena virdis is a protist with an elongated, navicular body, sharpened at both ends. One end is extended with a long and thin flagllum. The root of the flagellum is bifurcated and each bra…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
Detecting the origins of newspaper articles is a challenging task. With the recent rise in machine learning, it is highly possible to apply machine learning models to textual origin classifi…
ISEF · 2019
Robotics and Intelligent Machines
Globally, 842 million people suffer from malnourishment, over 10% of the global population. Unfortunately, poor agricultural practices have only exacerbated this problem. Studies have shown…
ISEF · 2019
Robotics and Intelligent Machines Third Award
This research aimed to see if a genetic algorithm could optimize the traffic light timers at a traffic intersection, modeled after Route 15/17/29 Warrenton Interchange. The null hypothesis w…
ISEF · 2019
Robotics and Intelligent Machines
The objective of this experiment was to determine the extent to which atmospheric conditions contribute to the onset of flash flooding. By utilizing structured deep learning, we can gain a b…
ISEF · 2019
Robotics and Intelligent Machines
It's of scientific interest to develop techniques to analyze the large amounts of data generated by particle accelerators such as the LHC in order to complete the standard model. We've devel…
ISEF · 2019
Robotics and Intelligent Machines
Coding classes teach that all code has an “If, Then” statement. What if it is possible to create an AI that only requires an “If” statement and it is able to find the solution independent fr…
ISEF · 2019
Robotics and Intelligent Machines
HVAC operation constitutes 45-55% of house energy, due to inefficient conventional thermostats. The project's goal is creating a cloud-based collaborative learning thermostat that optimizes…
ISEF · 2019
Robotics and Intelligent Machines
In the next 5 years, leading car companies promise to release unmanned vehicles, but we are sure that the steering wheel, pedals and the driver himself will be still in the vehicle’s debts.…
ISEF · 2019
Robotics and Intelligent Machines
Recent trending on Industrial Revolution 4.0 demands a dedicated tool or device such as a Remotely Operated Underwater Vehicle (ROV) is required in assisting humans to perform their job effi…
ISEF · 2019
Robotics and Intelligent Machines
A technical description of the device The device consists of those main notes: 1.Rotation section ,in which medication are placed. We have divided rotations section for 6 parts, each of the…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
Can an electromagnetic autonomous walking apparatus be created, and can a computer program be compiled and applied to it so that the force interaction between the electromagnetic "floor" ass…
ISEF · 2019
Robotics and Intelligent Machines
Fatigue is one of the most common complaints and there is no effective way to diagnose it. If a program is created to find the heart rate measurement and blink rate then, through machine lea…
ISEF · 2019
Robotics and Intelligent Machines
Self-driving cars are becoming more prevalent throughout our everyday lives. Demand for same-day delivery services is expected to increase in popularity. To be employed in real world, self-d…
ISEF · 2019
Robotics and Intelligent Machines
This research designed, constructed, and tested an earthworm-inspired robot that can maneuver through narrow spaces in order to search for survivors in rubble or inspect dangerous sites with…
ISEF · 2018
Robotics and Intelligent Machines
The purpose of my research was to build an accurate solo musical instrument classifier that assigns a probability distribution of instrument class labels to a given audio signal. Last year,…
ISEF · 2018
Robotics and Intelligent Machines
Autonomous vehicle systems have hit public roads, but they remain way to expensive for common consumers. This project aimed to find alternative ways to make autonomous vehicle systems more c…
ISEF · 2018
Robotics and Intelligent Machines
Machine learning (ML) is a branch of artificial intelligence (AI) where systems learn from data, identify patterns, and make decisions with minimal human intervention. Classification algorit…
ISEF · 2018
Robotics and Intelligent Machines Second Award
Small scale farms are responsible for producing 70% of food worldwide. Of this food produced a large amount is stored in structures called silos. Silos are agricultural containment vessels o…
ISEF · 2018
Robotics and Intelligent Machines
Military and rescue teams work in dangerous environments during disasters. My goal is to develop an intelligent search and rescue system based on multi-spectral sensing to operate in dangero…
ISEF · 2018
Robotics and Intelligent Machines
Convolutional neural networks (ConvNets) are currently the state-of-the-art model for image classification; however, training them is computationally expensive. In addition, there are no gen…
ISEF · 2018
Robotics and Intelligent Machines Second Award
Over the last years VoIP is constantly outperforming traditional mobile networks with more than one billion users in 2017. However, the voice quality is often affected by issues like noise,…
ISEF · 2018
Robotics and Intelligent Machines Second Award
People with autism spectrum disorder (ASD) have difficulty in recognizing and in comprehending emotions from other's facial expressions. This impacts their development of empathy and affects…
ISEF · 2018
Robotics and Intelligent Machines
Creating a powerful quad-copter that has a powerful computer on-board beside the main flight controller that has a complex software so the drone can learn from the incoming data using the so…
ISEF · 2018
Robotics and Intelligent Machines First Award
Heart disease and respiratory problems are the leading causes of death for the 40 million people aged 65 or older in the United States. Yet 36% of elderly patients report transportation diff…