Browse real student projects, abstracts, and awards.
ISEF · 2019
Robotics and Intelligent Machines
Wind energy has reduced our environmental impact, but it has also destabilized the power grid, which is an obstacle to green energy integration. If we can predict short-term (2-5 minutes) wi…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
For bloggers, video editors and composers, choice of music to video and video to music, which harmoniously combines and successfully share author's idea, is a complex and lengthy process. Be…
ISEF · 2019
Robotics and Intelligent Machines
One day my family suddenly faced on “cancer” when my grandfather had serious lung cancer. I wished so much to save him if it was possible. I expect there would be better way to detect the ea…
ISEF · 2019
Robotics and Intelligent Machines
The present research involves the areas of mechanical engineering and assistive technology. It is a technological study on the feasibility of building an electromechanical device with severa…
ISEF · 2019
Robotics and Intelligent Machines Third Award
Magnetic Resonance Imaging (MRI) is used extensively across the world to get detailed physiological images that are unattainable with other imaging modalities. Although it has widespread app…
ISEF · 2019
Robotics and Intelligent Machines
Usually, training of an assistant robot recognition system requires more than 100 man-hours because input image material should be collected and marked up, usually manually. It also makes a…
ISEF · 2019
Robotics and Intelligent Machines Third Award
This project is intended for helping Parkinson patients have meals more easily by using a feeding robot that applies image processing and voice recognition technology in its control method.…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
Unmanned aerial vehicles (drones) represent an innovative technology with potential applications in warehouses, factories, buildings, and ships. Current approaches to stabilize drones using…
ISEF · 2019
Robotics and Intelligent Machines
The purpose of this in silico experiment was to classify images using a machine learning algorithm. Specifically a neural network (NN). The image library was obtained through FlowCam, which…
ISEF · 2019
Robotics and Intelligent Machines
The main aim of our project is to create a device which will help to mute people to communicate with other people, who do not know language of gestures. Problem of our project is creating a…
ISEF · 2019
Robotics and Intelligent Machines
Navigating an Unmanned Aerial Vehicle (UAV) in complex and dynamic environments poses challenges for human operators, and can be mitigated through the use of autonomous control systems. In t…
ISEF · 2019
Robotics and Intelligent Machines
Studies predict that demand for autonomous vehicles will increase tenfold between 2019 and 2026. However, recent high-profile accidents have significantly impacted consumer confidence in thi…
ISEF · 2019
Robotics and Intelligent Machines
Currently, the LiDAR industry is booming with the advent of new robotic applications. Within the last few years, demand and massive speculation have lead the industry to see increasing compe…
ISEF · 2019
Robotics and Intelligent Machines
Artificial intelligence is one of the fastest growing fields in the U.S. It can be used for anything from medicine to self-driving cars. An easy environment for an AI to learn in is a videog…
ISEF · 2019
Robotics and Intelligent Machines
Overcoming the visual barrier and developing “see-through vision” has been one of mankind’s long-standing dreams. Unlike visible light, Radio Frequency (RF) signals penetrate opaque obstruct…
ISEF · 2019
Robotics and Intelligent Machines
This research examines the possibility to use computer algorithms to solve problems which involve creativity and artistic skills. In this work machine learning algorithms are applied to a me…
ISEF · 2019
Robotics and Intelligent Machines
Humanity produces around 1.3 billion metric tons of waste a year, and most of them ends up in landfills. To make things worse, even much of recyclable garbage is eventually wasted. The main…
ISEF · 2019
Robotics and Intelligent Machines
A quarter of the soil in the world is eroding as the result of deforestation, agricultural overexploitation, soil contamination, forest fires, etc. All of these cause loss of cultivable land…
ISEF · 2019
Robotics and Intelligent Machines
Each year, more people die of lung cancer than colon, breast, pancreas, and prostate cancers combined. Lung cancer survival rates decline from 75% in early stages to 5% when detected late. Y…
ISEF · 2019
Robotics and Intelligent Machines
Complications associated with robotic surgery are on the rise, in part, due to surgeons not receiving proper training prior to operation. To improve performance and accelerate learning in ro…
ISEF · 2019
Robotics and Intelligent Machines Third Award
Reinforcement learning (RL) is an emerging field with numerous applications in a wide variety of fields, such as robotics, supply chain and network optimization, marketing, and more. Our res…
ISEF · 2019
Robotics and Intelligent Machines
Modern research laboratories place a strong emphasis on image-processing, which commands a great deal of human resources and time on a daily basis. Fluorescence Confocal Microscopes, a tool…
ISEF · 2019
Robotics and Intelligent Machines
In our modern world, autonomous vehicles are becoming a more and more integrated part of society and day-to-day events. Due to this, it has become more essential to ensure that the autonomy…
ISEF · 2019
Robotics and Intelligent Machines Third Award
Indian classical music is an improvisational form of music based on ragas, melodic frameworks which are passed down through a fading oral tradition. I aimed to provide computational predicti…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
In this study, developing open-source technology and establishing an ecosystem -PIC-TALK- with the vision of the obliteration of inconveniences in the educational life of visually impaired i…
ISEF · 2019
Robotics and Intelligent Machines Fourth Award
Positively identifying endangered species has been a global challenge in wildlife conservation efforts. Traditional methods such as morphological means of identification require expert knowl…
ISEF · 2019
Robotics and Intelligent Machines
The toll of earthquake aftershocks, which are potentially even more dangerous than mainshock earthquakes, presents a problem well-suited to machine learning. The occurrence of aftershocks ov…
ISEF · 2019
Robotics and Intelligent Machines
The goal of Project Simon is to develop the world's most advanced telepresence robot. Telepresence is the use of virtual reality technology, especially for remote control of machinery or for…
ISEF · 2019
Robotics and Intelligent Machines
The creation of deep neural networks (DNNs) in the field of artificial intelligence, containing tens to hundreds of layers to learn any complex function, give computers the ability to outper…
ISEF · 2019
Robotics and Intelligent Machines Third Award
Detecting negative obstacles (ditches, potholes, ledges, downward stairs, and other dropoffs) is one of the most difficult problems in perception on autonomous robots. Although a significant…