Browse real student projects, abstracts, and awards.
ISEF · 2021
Robotics and Intelligent Machines
The robotics and mechanical field are expected to replace humans in tedious jobs, performing research, and hazardous tasks in the near future. Oceanic cartography, deep-sea exploration, and…
ISEF · 2021
Robotics and Intelligent Machines Fourth Award
Physical disability is a major consequence of limb amputation. High-level lower extremity amputees (hip disarticulation and hemipelvectomy), have a bigger percentage than other amputees and…
ISEF · 2021
Robotics and Intelligent Machines
Blindness is a very crucial disability that affects most people worldwide. Born with a great grand mother who was blind, eight times had abortions during her youth due to being molested havi…
ISEF · 2021
Robotics and Intelligent Machines
There are uncountable videos, but do popular videos follow a computable pattern? Computational aesthetics have been developed in the medium of single images. But in comparison, video generat…
ISEF · 2021
Robotics and Intelligent Machines
The purpose of this project was to investigate the relationship between features such as hospital size, hospital location, and, primarily, regional income, and hospital pricing. Data were ob…
ISEF · 2021
Robotics and Intelligent Machines Third Award
Sanskrit/Devanagari, what may be known as a dead language in modern times, at one point was a rich and advanced language that was spoken by many people who lived as far back as 1700 BCE. Anc…
ISEF · 2021
Robotics and Intelligent Machines
Hand guided cobots are a type of collaborative robot that take direct input from an operator holding and moving parts of it. Collaborative robots could be used to reproduce movements and act…
ISEF · 2021
Robotics and Intelligent Machines
In the field of computer vision, a large amount of annotated data is the key to success in deep learning because these computer models need a wider variety of data to “train” and be able to…
ISEF · 2021
Robotics and Intelligent Machines
According to the National Cancer Institute, over 170,000 people in the United States are affected by some type of blood cancer accounting for approximately 3% of all cancer types diagnosed i…
ISEF · 2021
Robotics and Intelligent Machines
According to a study by the Centers for Disease Control and Prevention [CDC] (2020), there are around 3,500 sudden unexpected infant deaths (SUID) each year. Accidental suffocation or strang…
ISEF · 2021
Robotics and Intelligent Machines
Multiple studies have found that Metastasis is responsible for between 66 to 90 percent of cancer deaths. Metastasis involves cancerous cells detaching from their initial tumor and entering…
ISEF · 2021
Robotics and Intelligent Machines
There is currently an increase in the number of people who suffer from hearing loss due to exposure to loud noise, the prevalent use of the in-ear audio system, or old age. The goal was to c…
ISEF · 2020
Robotics and Intelligent Machines
The study of microtechnologies has received great attention in recent decades. With the rapid development of society, the need for high-level equipment has also increased, thus requiring the…
ISEF · 2020
Robotics and Intelligent Machines
Machine learning is the study and design of algorithms that allow computer systems to perform tasks without explicit human instructions. Several of these algorithms are based on network-like…
ISEF · 2020
Robotics and Intelligent Machines
Auto guided vehicles (AGV’s) are widely used actually in industries for transporting of various production items. These generally use grounded cable or GPS technologies in navigation, what m…
ISEF · 2020
Robotics and Intelligent Machines
Pollution of the environment with household waste leads to a violation of the ecological balance on the whole planet. One of the main problems at present is sorting garbage based on its mate…
ISEF · 2020
Robotics and Intelligent Machines
Electronic noses, or e-noses, are still a very new concept in modern research; and while few working prototypes exist, the implications of such devices are huge. Harnessing odor-tracking tec…
ISEF · 2020
Robotics and Intelligent Machines
Artificial Intelligence (AI) research in games of incomplete information has increased over the past few years, primarily due to the valuable challenge it provides to new solving techniques…
ISEF · 2020
Robotics and Intelligent Machines
Self-localization is a critical component of autonomous systems, including mobile robots. As a popular approach, mobile robot visual self-localization methods have been widely employed in ta…
ISEF · 2020
Robotics and Intelligent Machines
People with autism spectrum disorder (ASD) have difficulty recognizing and comprehending emotions from others’ facial expressions. This inhibits their development of empathy and affects thei…
ISEF · 2020
Robotics and Intelligent Machines
Children with cleft palate often suffer from speech disorders. Children need guidance from professional speech therapists to teach them to pronounce correctly. Speech therapists and similar…
ISEF · 2020
Robotics and Intelligent Machines
Even though nearly 39 million people worldwide are suffering from some form of profound visual impairment, the available assistive devices designed to help visually-impaired individuals stil…
ISEF · 2020
Robotics and Intelligent Machines
Over 1.3 billion people worldwide suffer from either vision impairment or blinding retinal diseases, and approximately $139 billion is the estimated economic burden due to these retinal dise…
ISEF · 2020
Robotics and Intelligent Machines
In drought areas, water-scarcity induces an annual rate of 40% pre-mature plant deaths around the world. Present-day solutions rely on methods to transport water from either surface level st…
ISEF · 2020
Robotics and Intelligent Machines
The annual number of search and rescue operations in the United States alone is over 100,000, and the use of drones could significantly improve the survival rates of these operations. The su…
ISEF · 2020
Robotics and Intelligent Machines
Robots are entering an increasingly mobile era, yet hexapods, though promising high versatility, have been kept from widespread practical use due to low energy efficiency and unnecessary leg…
ISEF · 2020
Robotics and Intelligent Machines
The purpose of this project is to compare a K-Nearest-Neighbor (KNN) algorithm with an Artificial-Neural-Network (ANN) in terms of their accuracy when detecting humans by use of thermal imag…
ISEF · 2020
Robotics and Intelligent Machines
With the exponential growth of data on the internet, it has become nearly impossible to identify whether a given piece of information is legitimate or not. This has led to an immense rise in…
ISEF · 2020
Robotics and Intelligent Machines
The purpose of this project was to create a mechanism, cannon which can work automatically and shoot with special projectile with some space inside to put something in. Project seems to be a…
ISEF · 2020
Robotics and Intelligent Machines
This project aims to help millions of people in need to replace the lost limbs. So I decided to develop and manufacture an accessible 3D printable anthropomorphic bionic hand to temporarily…