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## Inspiration
The anonymity of cryptocurrencies is a blessing and a curse. One of Bitcoin's major shortcomings is its usefulness in criminal activity. Money laundering, drug sales, and other illegal activities use Bitcoin to evade law enforcement. This makes it hard for legitimate people and businesses to avoid deali... | ## Inspiration
With the excitement of blockchain and the ever growing concerns regarding privacy, we wanted to disrupt one of the largest technology standards yet: Email. Email accounts are mostly centralized and contain highly valuable data, making one small breach, or corrupt act can serious jeopardize millions of p... | ## Inspiration
It’s Friday afternoon, and as you return from your final class of the day cutting through the trailing winds of the Bay, you suddenly remember the Saturday trek you had planned with your friends. Equipment-less and desperate you race down to a nearby sports store and fish out $$$, not realising that the... | partial |
## Inspiration
The first step of our development process was conducting user interviews with University students within our social circles. When asked of some recently developed pain points, 40% of respondents stated that grocery shopping has become increasingly stressful and difficult with the ongoing COVID-19 pandem... | ## Inspiration
We recognized how much time meal planning can cause, especially for busy young professionals and students who have little experience cooking. We wanted to provide an easy way to buy healthy, sustainable meals for the week, without compromising the budget or harming the environment.
## What it does
Sim... | ## Purpose:
Food waste is an extensive issue touching all across the globe; in fact, according to the UN Environmente Programme, approximately ⅓ of food produced for human consumption globally is lost or wasted annually (Made in CA). After perceiving this information, we were inspired to create a website that provides... | winning |
## Inspiration
While there are several applications that use OCR to read receipts, few take the leap towards informing consumers on their purchase decisions. We decided to capitalize on this gap: we currently provide information to customers about the healthiness of the food they purchase at grocery stores by analyzin... | # 🍅 NutriSnap
### NutriSnap is an intuitive nutrition tracker that seamlessly integrates into your daily life.
## Inspiration
Every time you go to a restaurant, its highly likely that you see someone taking a picture of their food before they eat it. We wanted to create a seamless way for people to keep track of th... | ## Inspiration
Almost 2.2 million tonnes of edible food is discarded each year in Canada alone, resulting in over 17 billion dollars in waste. A significant portion of this is due to the simple fact that keeping track of expiry dates for the wide range of groceries we buy is, put simply, a huge task. While brainstormi... | winning |
# Trusty Paws
## Inspiration
We believe that every pet deserves to find a home. Animal shelters have often had to euthanize animals due to capacity issues and lack of adoptions. Our objective with Trusty Paws is to increase the rate of adoptions of these animals by increasing the exposure of shelters to potential pet... | ## Inspiration 💡
**Due to rising real estate prices, many students are failing to find proper housing, and many landlords are failing to find good tenants**. Students looking for houses often have to hire some agent to get a nice place with a decent landlord. The same goes for house owners who need to hire agents to ... | ## Inspiration
A lot of great foundations help to rescue animals every day.
Nevertheless, every day a lot of animals die in shelters and even more suffer from their loss.
We prevent both: we want pets to stay in their personal environment and to be not given up.
## What it does
Our App builds up a social community w... | winning |
## Inspiration
It feels like elections are taking up an increasing portion of our mindshare, with every election cycle it only gets more insane. Constantly flooded by news, by opinions – it's like we never get a break. And yet, paradoxically, voters feel increasingly less connected to their politicians. They hear soli... | ## Inspiration
We like Pong. Pong is life. Pong is love.
We like Leap. Leap is cool. Leap is awesome.
## What it does
Classical game of Pong that can be controlled with the Leap Controller Motion sensor.
Supports different playing mode such as:
* Single player
+ Control with Mouse
+ Control with Keyboard
+ Contr... | ## Inspiration
Following the recent tragic attacks in Paris, Beirut, and other places, the world has seen the chaos that followed during and after the events. We saw how difficult it was for people to find everything they wanted to know as they searched through dozens of articles and sites to get a full perspective on... | winning |
## Inspiration
As COVID-19 ravaged the world, people were told to isolate themselves, and stay inside. Many people started working from home. People started working in their beds, couches, and kitchen tables, often sitting for hours at a time without any breaks, causing many neck and back issues due to bad posture whe... | ## Inspiration
We've noticed that in our personal lives, posture in the office space and programming community is often neglected which results in long-term negative health effects. We set out to build a simple but powerful application that would empower individuals to build better posture habits.
## What it does
Al... | ## Inspiration
Feeling major self-doubt when you first start hitting the gym or injuring yourself accidentally while working out are not uncommon experiences for most people. This inspired us to create Core, a platform to empower our users to take control of their well-being by removing the financial barriers around f... | partial |
## Inspiration
Learning a new instrument is hard. Inspired by games like Guitar Hero, we wanted to make a fun, interactive music experience but also have it translate to actually learning a new instrument. We chose the violin because most of our team members had never touched a violin prior to this hackathon. Learning... | ## Inspiration
Our main inspiration for the idea of the Lead Zeppelin was a result of our wanting to help people with physical disorders still be able to appreciate and play music with restricted hand movements. There are countless--hundreds upon thousands of people who suffer from various physical disorders that prev... | ## Inspiration
For this project, we wanted to work with hardware, and we wanted to experiment with processing sound or music on a microcontroller. From this came the idea of using a gyroscope and accelerometer as a means to control music.
## The project
The Music Glove has an accelerometer and gyroscope module combi... | winning |
## Inspiration
We are all a fan of Carrot, the app that rewards you for walking around. This gamification and point system of Carrot really contributed to its success. Carrot targeted the sedentary and unhealthy lives we were leading and tried to fix that. So why can't we fix our habit of polluting and creating greenh... | ## Inspiration 🌱
Climate change is affecting every region on earth. The changes are widespread, rapid, and intensifying. The UN states that we are at a pivotal moment and the urgency to protect our Earth is at an all-time high. We wanted to harness the power of social media for a greater purpose: promoting sustainabi... | ## Inspiration
Our team really wanted to create a new way to maximize productivity without the interference of modern technology. we often find ourselves reaching for our phones to scroll through social media for just a "5 minute break" which quickly turns into a 2 hours procrastination session. On top of that, we wan... | winning |
## Inspiration
We noticed that we found it difficult to keep to our resolutions to exercise more, and also realized that we were worried if we were maintaining the correct form when exercising. While we wanted to take more ownership in our health, we found it difficult to do so on our own and at a low cost. That's why... | ## Inspiration
Instafit was developed in response to the high volume and low information approach of the current iterations of iOS Health and Google Fit. While they provide the user with a deluge of health information to consider, they leave it to the user to interpret this technical data and establish healthy habits ... | ## Inspiration
Kevin, one of our team members, is an enthusiastic basketball player, and frequently went to physiotherapy for a knee injury. He realized that a large part of the physiotherapy was actually away from the doctors' office - he needed to complete certain exercises with perfect form at home, in order to con... | losing |
## Inspiration
One of our group members wanted to create a chess game with 2 teams that vote on the next move.... we changed it to Tic Tac Toe :)
## What it does
A simple tic tac toe game where players connect to a server, are given a team and are prompted every 15 seconds to vote on the next move, the move with the... | ## Inspiration
We thought it would be nice if, for example, while working in the Computer Science building, you could send out a little post asking for help from people around you.
Also, it would also enable greater interconnectivity between people at an event without needing to subscribe to anything.
## What it doe... | ## Inspiration
The inspiration of our game came from the arcade game Cyclone, where the goal is to click the button when the LED lands on a signaled part of the circle.
## What it does
The goal of our game is to click the button when the LED reaches a designated part of the circle (the very last LED). Upon successfu... | partial |
## Inspiration
Imagine yourself in a calm, lush rainforest. You look up into the sky, through the tall green trees, and bask in the sights and sounds of the beautiful landscape. And then--a bird flies by...oh! It's a Spix's macaw!
We wanted to create a relaxing experience inspired by the flora and fauna of Amazon rai... | ## Inspiration
The invention of the internet brought a human catalog of memory that is freely accessible. Machine learning models that utilize stable diffusion manage to illustrate the internet's collective memory into images. We wanted to bring this novel tech to Virtual Reality, the most immersive interface between ... | ## Inspiration
Have you ever stared into your refrigerator or pantry and had no idea what to eat for dinner? Pantri provides a visually compelling picture of which foods you should eat based on your current nutritional needs and offers recipe suggestions through Amazon Alexa voice integration.
## What it does
Pantri... | losing |
## Inspiration
While discussing potential ideas, Robin had to leave the call because of a fire alarm in his dorm — due to burning eggs in the dorm's kitchen. We saw potential for an easier and safer way to cook eggs.
## What it does
Eggsy makes cooking eggs easy. Simply place your egg in the machine, customize the s... | ## Inspiration
The worst part about getting up in the morning is making coffee while you are half-asleep and wishing you were still in bed. This made me ask, why can't I have coffee already waiting for me right when I get out of bed? So i developed an idea, why don't I modify a coffee maker to have its own Twitter acc... | ## Inspiration
COVID revolutionized the way we communicate and work by normalizing remoteness. **It also created a massive emotional drought -** we weren't made to empathize with each other through screens. As video conferencing turns into the new normal, marketers and managers continue to struggle with remote communi... | partial |
## Inspiration
We were all very intrigued by machine learning and AI, so we decided to incorporate it into our project. We wanted to create something involving the webcam as well, so we tied it altogether with ScanAI.
## What it does
ScanAI aims to detect guns in schools and public areas to help alert authorities qu... | ## Description
Using data coming from an Arduino equipped with a light, temperature, and noise sensor, we created a tool that allows participants at Hackathons to oversee all available hacking rooms and find one that would suit their personal hacking needs.
## How it's made
Using the Arduino, the base shield and mul... | ## Inspiration 🍪
We’re fed up with our roommates stealing food from our designated kitchen cupboards. Few things are as soul-crushing as coming home after a long day and finding that someone has eaten the last Oreo cookie you had been saving. Suffice it to say, the university student population is in desperate need o... | losing |
# TranslateMe: Breaking Language Barriers, One Text at a Time
## Inspiration
Living in a diverse and interconnected world, our team of three has always been fascinated by the power of technology to bring people together, regardless of language barriers. As students who come from an immigrant background we understand ... | ## Inspiration
When Humam was in Syria, it was extremely hard for him to guide people to his house since there is no proper address, street number or postal code. It is like that in so many countries; over 70 countries share this problem and most of them are 3rd world countries, which are the countries that don't have... | **In times of disaster, there is an outpouring of desire to help from the public. We built a platform which connects people who want to help with people in need.**
## Inspiration
Natural disasters are an increasingly pertinent global issue which our team is quite concerned with. So when we encountered the IBM challen... | losing |
## Inspiration
Tinder but Volunteering
## What it does
Connects people to volunteering organizations. Makes volunteering fun, easy and social
## How we built it
react for web and react native
## Challenges we ran into
So MANY
## Accomplishments that we're proud of
Getting a really solid idea and a decent UI
#... | ## Inspiration
With the recent Corona Virus outbreak, we noticed a major issue in charitable donations of equipment/supplies ending up in the wrong hands or are lost in transit. How can donors know their support is really reaching those in need? At the same time, those in need would benefit from a way of customizing w... | ## Inspiration
Examining our own internet-related tendencies revealed to us that although the internet presents itself as a connective hub, it can often be a very solitary place. As the internet continues to become a virtual extension of our physical world, we decided that working on an app that keeps people connected... | winning |
## Inspiration:
The single biggest problem and bottleneck in training large AI models today is compute. Just within the past week, Sam Altman tried raising an $8 trillion dollar fund to build a large network of computers for training larger multimodal models. | ## Inspiration
In 2012 in the U.S infants and newborns made up 73% of hospitals stays and 57.9% of hospital costs. This adds up to $21,654.6 million dollars. As a group of students eager to make a change in the healthcare industry utilizing machine learning software, we thought this was the perfect project for us. Sta... | ## Inspiration
We have a desire to spread awareness surrounding health issues in modern society. We also love data and the insights in can provide, so we wanted to build an application that made it easy and fun to explore the data that we all create and learn something about being active and healthy.
## What it does
... | winning |
## Inspiration
Currently, there are over **360 million people** across the globe who suffer from disabling hearing loss. When these individuals want to watch videos or movies online, they have no choice but to read the live captions.
Studies have shown that individuals who are hearing impaired generally **prefer havin... | ## Inspiration
With the interests and passions to learn sign language, we unfortunately found that resources for American Sign Language (ASL) were fairly limited and restricted. So, we made a "Google Translate" for ASL.
Of course, anyone can communicate without ASLTranslate by simply pulling out a phone or a piece of... | # Hide and Squeak
## Inspiration
The robotic mouse feeder is device is designed to help promote physical and mental health in indoor cats, by providing a way to hunt to kill - by pouncing or attacking the robotic mouse, the device will release some "random" amount of kibble (from a pre-determined set) for the cat to ... | losing |
## Inspiration 💥
Let's be honest... Presentations can be super boring to watch—*and* to present.
But, what if you could bring your biggest ideas to life in a VR world that literally puts you *in* the PowerPoint? Step beyond slides and into the future with SuperStage!
## What it does 🌟
SuperStage works in 3 simple ... | ## Inspiration
We saw a short video on a Nepalese boy who had to walk 10 miles each way for school. From this video, we wanted to find a way to bring unique experiences to students in constrained locations. This could be for students in remote locations, or in cash strapped low income schools. We learned that we all s... | ## Inspiration
Many people were left unprepared to effectively express their ideas over Zoom. As students we’ve noticed that with remote learning, instructors seem to feel very distant, teaching through either slides or drawing on a tablet, without us being able to see their face. We know body language is an important... | winning |
## Inspiration
## What it does
## It searches for a water Bottle!
## How we built it
## We built it using a roomba, raspberrypi with a picamera, python, and Microsoft's Custom Vision
## Challenges we ran into
## Attaining wireless communications between the pi and all of our PCs was tricky. Implementing Microsoft... | ## Inspiration
We wanted to solve a unique problem we felt was impacting many people but was not receiving enough attention. With emerging and developing technology, we implemented neural network models to recognize objects and images, and converting them to an auditory output.
## What it does
XTS takes an **X** and... | ## Inspiration
There were two primary sources of inspiration. The first one was a paper published by University of Oxford researchers, who proposed a state of the art deep learning pipeline to extract spoken language from video. The paper can be found [here](http://www.robots.ox.ac.uk/%7Evgg/publications/2018/Afouras1... | partial |
## Inspiration
The impact of COVID-19 has had lasting effects on the way we interact and socialize with each other. Even when engulfed by bustling crowds and crowded classrooms, it can be hard to find our friends and the comfort of not being alone. Too many times have we grabbed lunch, coffee, or boba alone only to fi... | # Nexus, **Empowering Voices, Creating Connections**.
## Inspiration
The inspiration for our project, Nexus, comes from our experience as individuals with unique interests and challenges. Often, it isn't easy to meet others with these interests or who can relate to our challenges through traditional social media plat... | # Lingle
##### Xinyi Ji, Allegra Chen, Jingfei Tan
---
### Website of Lingle
* COMING SOON
### Inspiration
* Language is the most powerful tool because it's what we use to communicate with each other. As specification and precision with language increases, people become close to understanding each other.
* We bui... | winning |
## What it does
chat U is a slack bot that allows students at universities to learn where objects or specific places on campus are. We wanted to focus on some specific things that can be hard to find, like microwaves, study spaces, and power outlets.
## How we built it
We identified a problem. We talked about how fi... | ## Being a university student during the pandemic is very difficult. Not being able to connect with peers, run study sessions with friends and experience university life can be challenging and demotivating. With no present implementation of a specific data base that allows students to meet people in their classes and b... | ## Inspiration
While we were doing preliminary research, we had found overwhelming amounts of evidence of mental health deterioration as a consequence of life-altering lockdown restrictions. Academic research has shown that adolescents depend on friendship to maintain a sense of self-worth and to manage anxiety and de... | losing |
## Inspiration
From a 7-minute presentation to a 3-minute time slot, the presentation was cut more than half from last year! This immediately threw out ideas and we had to start idea generation from scratch. This resulted in the AI-generated 2 in 1 slideshow and pitch deck creator! Easily fits your presentation within... | ## Inspiration
There's something about brief glints in the past that just stop you in your tracks: you dip down, pick up an old DVD of a movie while you're packing, and you're suddenly brought back to the innocent and carefree joy of when you were a kid. It's like comfort food.
So why not leverage this to make money?... | ## **Inspiration:**
Our inspiration stemmed from the realization that the pinnacle of innovation occurs at the intersection of deep curiosity and an expansive space to explore one's imagination. Recognizing the barriers faced by learners—particularly their inability to gain real-time, personalized, and contextualized ... | winning |
## Inspiration
Travelling can be expensive but data plans abroad can really push the expenses to a whole new level. With NavText, we were inspired to create an app fuelled by SMS messaging to do all the same services that might be useful while travellling. With this app, travelling can be made easy without the stress ... | ## Inspiration
Our team identified two intertwined health problems in developing countries:
1) Lack of easy-to-obtain medical advice due to economic, social and geographic problems, and
2) Difficulty of public health data collection in rural communities.
This weekend, we built SMS Doc, a single platform to help sol... | ## Team
Hello and welcome to our project! We are Ben Wiebe, Erin Hacker, Iain Doran-Des Brisay, and Rachel Smith. We are all in our third year of computer engineering at Queen’s University.
## Inspiration
Something our team has in common is a love of road trips. However, road trips can be difficult to coordinate, an... | winning |
## Inspiration
As students and programmers we can spend countless iterations and follow ups prompting ChatGPT to give us the answer that we are looking for. Often before we reach a working solution we've already used up our tokens for ChatGPT 4.0. Not only is prompting time consuming, but also token-consuming. Thus, w... | ## Inspiration
>
> With 3/4 of our team comprised of students, we choose to develop a project inline with education. Due to the novel coronavirus, we have all been forced to learn virtually; however, this is approach does not always work for students. Our inspiration is to create a platform that allows students with d... | ## Inspiration
With a variety of language learning resources out there, we set out to create a tool that can help us practice a part of language that keeps things flowing -- conversation! LanguaLine aims to empower users to speak their foreign language by helping them develop their conversational skills.
## What it d... | losing |
## Inspiration
From experiencing moments of forgetfulness to facing the challenges of dementia, the loss of cherished memories can bring unimaginable pain. For individuals with Alzheimer's and other conditions that affect memory, losing recollections of loved ones can feel like losing a part of their identity. We want... | ## Inspiration
One pressing issue amongst the elderly population that modern medicine has not been able to properly diagnose and solve is dementia and Alzheimer's disease. These two cripping diseases affect the mind, and their symptoms are similar: a loss of memory.
We took it upon ourselves to challenge the status q... | ## Inspiration
The inspiration behind our innovative personal desk assistant was ignited by the fond memories of Furbys, those enchanting electronic companions that captivated children's hearts in the 2000s. These delightful toys, resembling a charming blend of an owl and a hamster, held an irresistible appeal, becomi... | losing |
## Inspiration
When reading news articles, we're aware that the writer has bias that affects the way they build their narrative. Throughout the article, we're constantly left wondering—"What did that article not tell me? What convenient facts were left out?"
## What it does
*News Report* collects news articles by to... | # DashLab
DashLab is a way for individuals and businesses to share and collaborate within a data-driven environment through a real-time data visualization dashboard web application.
# The Overview
Within any corporate environment you'll find individuals working on some sort of analysis or analytics projects in gener... | ## Inspiration
My father put me in charge of his finances and in contact with his advisor, a young, enterprising financial consultant eager to make large returns. That might sound pretty good, but to someone financially conservative like my father doesn't really want that kind of risk in this stage of his life. The op... | partial |
## Inspiration
The phrase, "hey have you listened to this podcast", can be seen as the main source of inspiration for this project.
Andrew Huberman is a neuroscientist and tenured professor at Standford school of medicine. As a part of his desire to bring zero cost to consumer information about health and health-rela... | ## Inspiration
We built Crumbs off the idea that thoughts and memories are intimately linked to the physical places in which they occur. Crumbs will help facilitate the recollection and enjoyment of memories by creating a lasting link between thought and place.
## What it does
We created Crumbs to allow users to bet... | ## Inspiration
In 2012 in the U.S infants and newborns made up 73% of hospitals stays and 57.9% of hospital costs. This adds up to $21,654.6 million dollars. As a group of students eager to make a change in the healthcare industry utilizing machine learning software, we thought this was the perfect project for us. Sta... | losing |
## Inspiration
26% of UBC buildings are inaccessible. Students with disabilities face daily challenges to get to their classrooms, whether this be through a lack of wheelchair access or assistive listening-enabled spaces.
Additionally, 31.3% of UBC students find the current process of booking a study room terrible an... | ## Inspiration
Our team was inspired to work on this project mainly due to two reasons:
1. As a Google Home owner, I regularly use voice-commands to control my smart home devices such as my Philips Hue lights and Wemo Smart Plugs. However, one Saturday morning, after a night of alcohol and karaoke, I opened my mouth ... | ## Inspiration
Our project is inspired by the sister of one our creators, Joseph Ntaimo. Joseph often needs to help locate wheelchair accessible entrances to accommodate her, but they can be hard to find when buildings have multiple entrances. Therefore, we created our app as an innovative piece of assistive tech to i... | partial |
## Inspiration
Essential workers are needed to fulfill tasks such as running restaurants, grocery shops, and travel services such as airports and train stations. Some of the tasks that these workers do include manual screening of customers entering trains and airports and checking if they are properly wearing masks. H... | ## Inspiration
In the world where technology is intricately embedded into our lives, security is an exciting area where internet devices can unlock the efficiency and potential of the Internet of Things.
## What it does
Sesame is a smart lock that uses facial recognition in order to grant access. A picture is taken ... | ## Inspiration
We came into the hackathon knowing we wanted to focus on a project concerning sustainability. While looking at problems, we found that lighting is a huge contributor to energy use, accounting for about 15% of global energy use (DOE, 2015). Our idea for this specific project came from the dark areas in t... | losing |
## Inspiration
With the debates coming up, we wanted to come up with a way of involving everyone. We all have topics that we want to hear the candidates discuss most of all, and we realised that we could use markov chains to do it!
## What it does
Enter a topic, and watch as we generate a conversation between Hillar... | # turnip - food was made for sharing.
## Inspiration
After reading about the possible projects, we decided to work with Velo by Wix on a food tech project. What are two things that we students never get tired of? Food and social media! We took some inspiration from Radish and GoodReads to throw together a platform fo... | ## Inspiration
We wanted to do something fun this hackathon! First, we thought of making a bot that imitates Trump’s speech patterns, generating sentences that sound like things Trump would say. Then we thought, "Let’s expand on that! Make bots that imitate all major presidents’ speech patterns, plus a few surprises!"... | partial |
## Inspiration
Digitized conversations have given the hearing impaired and other persons with disabilities the ability to better communicate with others despite the barriers in place as a result of their disabilities. Through our app, we hope to build towards a solution where we can extend the effects of technological... | ## Inspiration
Our project, "**Jarvis**," was born out of a deep-seated desire to empower individuals with visual impairments by providing them with a groundbreaking tool for comprehending and navigating their surroundings. Our aspiration was to bridge the accessibility gap and ensure that blind individuals can fully ... | ## Inspiration
After witnessing the power of collectible games and card systems, our team was determined to prove that this enjoyable and unique game mechanism wasn't just some niche and could be applied to a social activity game that anyone could enjoy or use to better understand one another (taking a note from Cards... | winning |
## Inspiration
After seeing [Project Owl](http://www.project-owl.com/) in the initial HackMIT sponsored challenge email, we noted how their solution required "throwing out" all the old systems and replacing them with new ones. Despite the potential superiority of Project Owl's transceivers, it seemed unlikely that fir... | ## Inspiration
After brainstorming for possible project ideas, we somehow discussed whether our toes be controlled at will. Unfortunately, none of us can. Therefore we decided to build a project that would help us to gain better control of our toes.
## What it does
It is a wearable electronic device that takes input... | ## Inspiration
Everybody carries a smartphone nowadays. Communication technologies contained within these devices could provide invaluable data for first responders, safety personnel, hosts of events, and even curious individuals. Furthermore, we combine quantitative data with context from social media to provide furt... | losing |
## Inspiration
Nowadays, AI and blockchain are emerging in the tech industry. But they are rarely put into use in our daily lives. ABFaucet wants to utilize these solutions to help people have better sentiments hence a happier life.
## What it does
It helps users to have a better dating experience using AI and Block... | You can check out our slideshow [here](https://docs.google.com/presentation/d/1tdBm_dqoSoXJAuXFBFdgPqQJ76uBXM1uGz6vjoJeMCc)!
## About
Many people turn to technology, especially dating apps, to find romantic interests in their lives.
One telling sign two people will get along is their interests. However, many people w... | ## Inspiration
It’s Friday afternoon, and as you return from your final class of the day cutting through the trailing winds of the Bay, you suddenly remember the Saturday trek you had planned with your friends. Equipment-less and desperate you race down to a nearby sports store and fish out $$$, not realising that the... | partial |
## Inspiration
We're all told that stocks are a good way to diversify our investments, but taking the leap into trading stocks is daunting. How do I open a brokerage account? What stocks should I invest in? How can one track their investments? We learned that we were not alone in our apprehensions, and that this probl... | ## Inspiration
Our inspiration was to provide a robust and user-friendly financial platform. After hours of brainstorming, we decided to create a decentralized mutual fund on mobile devices. We also wanted to explore new technologies whilst creating a product that has several use cases of social impact. Our team used ... | ## Inspiration
Our project was inspired by the movie recommendation system algorithms used by companies like Netflix to recommend content to their users. Following along on this, our project uses a similar algorithm to recommend investment options to individuals based on their profiles.
## What Finvest Advisor does
... | winning |
## Inspiration
Our team firmly believes that a hackathon is the perfect opportunity to learn technical skills while having fun. Especially because of the hardware focus that MakeUofT provides, we decided to create a game! This electrifying project places two players' minds to the test, working together to solve variou... | ## Inspiration
After looking at the Hack the 6ix prizes, we were all drawn to the BLAHAJ. On a more serious note, we realized that one thing we all have in common is accidentally killing our house plants. This inspired a sense of environmental awareness and we wanted to create a project that would encourage others to ... | ## Inspiration
Our inspiration was to look at the world of gaming in a *different* way, little did we know that we would literally be looking at it in a **different** way. We inspired to build a real time engine that would allow for the quick development of keyboard games.
## What it does
Allows users to use custom ... | winning |
## Inspiration
There are thousands of people worldwide who suffer from conditions that make it difficult for them to both understand speech and also speak for themselves. According to the Journal of Deaf Studies and Deaf Education, the loss of a personal form of expression (through speech) has the capability to impact... | ## Inspiration
We were looking for a hack to really address the need for quick and easy access to mental health help.
## What it does
Happy Thoughts is a companion service. Whenever in need or desiring a pick-me-up a user can text the app.
## How we built it
Using a React-made webclient we accepted user inputted p... | ## Inspiration
Just in the United States, 11 million people are deaf, of which half a million use ASL natively. For people who are deaf to communicate with those who are hearing, and therefore most likely not fluent in sign language, they’re constricted to slower methods of communication, such as writing. Similarly, f... | partial |
## Inspiration
Everyone loves the classical Snake game --simple, kills time. Why not upgrade the classic so today's adults --yesterday's children-- can relive the nostalgia.
## What it does
Classical snake game with more features added:
* Foods that can be eaten by the snake is divided into 5 colors. Each have a sp... | ## Inspiration
We've been playing the same old Snake game for a while and are ready to level it up with a ROCKY twist. Like the original, Snake Wave is a single-player game for snakes to slither across a battlefield collecting rocks for food. Each round you play, you’ll earn points. Challenge your friends to beat your... | ## Inspiration
*It's lunchtime. You quickly grab a bite to eat and sit by yourself while you munch it down alone. While food clearly has the power to bring people together, the pandemic has separated us from friends and family with whom we love to eat together with*
Muk means Eat in in Korean 🍽️ Eating is such an es... | losing |
Can you save a life?
## Inspiration
For the past several years heart disease has remained the second leading cause of death in Canada. Many know how to prevent it, but many don’t know how to deal with cardiac events that have the potential to end your life. What if you can change this?
## What it does
Can You Save ... | ## Inspiration
People are increasingly aware of climate change but lack actionable steps. Everything in life has a carbon cost, but it's difficult to understand, measure, and mitigate. Information about carbon footprints of products is often inaccessible for the average consumer, and alternatives are time consuming to... | ## Inspiration
Care.ai was inspired by our self-conducted study involving 60 families and 23 smart devices, focusing on elderly healthcare. Over three months, despite various technologies, families preferred the simplicity of voice-activated assistants like Alexa. This preference led us to develop an intuitive, user-f... | winning |
## Inspiration
DermaDetect was born out of a commitment to improve healthcare equity for underrepresented and economically disadvantaged communities, including seniors, other marginalized populations, and those impacted by economic inequality.
Recognizing the prohibitive costs and emotional toll of traditional skin c... | # 🚗 InsuclaimAI: Simplifying Insurance Claims 📝
## 🌟 Inspiration
💡 After a frustrating experience with a minor fender-bender, I was faced with the overwhelming process of filing an insurance claim. Filling out endless forms, speaking to multiple customer service representatives, and waiting for assessments felt l... | ## Inspiration
When we joined the hackathon, we began brainstorming about problems in our lives. After discussing some constant struggles in their lives with many friends and family, one response was ultimately shared: health. Interestingly, one of the biggest health concerns that impacts everyone in their lives comes... | partial |
# RecycPal

## Summary
RecycPal is your pal for creating a more sustainable world! RecycPal uses machine learning and artificial intelligence to help you identify what can be or cannot be recycled.
This project was developed during DeltaHacks 8. Please check out our DevPost here:... | ## Inspiration
Let's start by taking a look at some statistics on waste from Ontario and Canada. In Canada, only nine percent of plastics are recycled, while the rest is sent to landfills. More locally, in Ontario, over 3.6 million metric tonnes of plastic ended up as garbage due to tainted recycling bins. Tainted rec... | ## Inspiration
Food can be tricky, especially for college students. There are so many options for your favorite foods, like restaurants, frozen foods, grocery stores, and even cooking yourself. We want to be able to get the foods we love, with the best experience.
## What it does
Shows you and compares all of the op... | winning |
## Inspiration
High cost of learning is a common issue with many feature-rich note-taking software today. They may be excellent tools for some, but you might struggle to use them effectively. Cluttered notes make it challenging to revisit and relearn
important information. Time is always being wasted when you try to o... | ## Inspiration
The inspiration of this project came from one of the sponsors in **HTN (Co:here)**. Their goal is to make AI/ML accessible to devs, which gave me the idea, that I can build a platform, where people who do not even know how to code can build their own Machine Learning models.
Coding is a great skill to h... | ## Inspiration
In a world full of so much info but limited time as we are so busy and occupied all the time, we wanted to create a tool that helps students make the most of their learning—quickly and effectively. We imagined a platform that could turn complex material into digestible, engaging content tailored for a f... | losing |
## Inspiration
The impact of COVID-19 has had lasting effects on the way we interact and socialize with each other. Even when engulfed by bustling crowds and crowded classrooms, it can be hard to find our friends and the comfort of not being alone. Too many times have we grabbed lunch, coffee, or boba alone only to fi... | ## Problem
In these times of isolation, many of us developers are stuck inside which makes it hard for us to work with our fellow peers. We also miss the times when we could just sit with our friends and collaborate to learn new programming concepts. But finding the motivation to do the same alone can be difficult.
#... | ## Inspiration
BThere emerged from a genuine desire to strengthen friendships by addressing the subtle challenges in understanding friends on a deeper level. The team recognized that nuanced conversations often go unnoticed, hindering meaningful support and genuine interactions. In the context of the COVID-19 pandemic... | winning |
## Inspiration
The idea behind JustChi stemmed from a desire to improve the physical and mental well-being of seniors through accessible and engaging technology. Since everyone on the team has a relative who would benefit from the gentle exercise that is Tai Chi, we thought it would be a wonderful idea to prototype a ... | ## Why we made this
Juve is designed with the concept of "rejuvinate" in mind. We aim to help elderly individuals to recover from physical therapy by harnessing the universal appeal of games in a fulfilling way. By offering engaging and interactive methods for users to practice muscle movements and achieve better heal... | ## Inspiration
We aren't musicians. We can't dance. With AirTunes, we can try to do both! Superheroes are also pretty cool.
## What it does
AirTunes recognizes 10 different popular dance moves (at any given moment) and generates a corresponding sound. The sounds can be looped and added at various times to create an ... | losing |
## Inspiration
Long articles and readings on the web can be difficult to read. Having a tool to break down long paragraphs into easy-to-read bullet points can save a lot of time if we just want to catch the key points.
## What it does
A basic Chrome browser extension that allows you highlight any paragraph of text a... | ## Inspiration
According to a 2012 Pew Research Center [report](http://www.pewinternet.org/2012/11/01/how-teens-do-research-in-the-digital-world/) investigating how teens approach research, "94% of the teachers surveyed say their students are “very likely” to use Google or other online search engines in a typical rese... | ## Inspiration
The opioid crisis is a widespread danger, affecting millions of Americans every year. In 2016 alone, 2.1 million people had an opioid use disorder, resulting in over 40,000 deaths. After researching what had been done to tackle this problem, we came upon many pill dispensers currently on the market. How... | losing |
## Inspiration
Meet Doctor DoDo. He is a medical practioner, and he has a PhD degree in EVERYTHING!
Dr. DoDo is here to take care of you, and make sure you do-do your homework!
Two main problems arise with virtual learning: It's hard to verify if somebody understands content without seeing their facial expressions/b... | # Pose-Bot
### Inspiration ⚡
**In these difficult times, where everyone is forced to work remotely and with the mode of schools and colleges going digital, students are
spending time on the screen than ever before, it not only affects student but also employees who have to sit for hours in front of the screen. Prolon... | ## Inspiration
After years of teaching methods remaining constant, technology has not yet infiltrated the classroom to its full potential. One day in class, it occurred to us that there must be a correlation between students behaviour in classrooms and their level of comprehension.
## What it does
We leveraged Apple... | winning |
## Inspiration
memes have become a cultural phenomenon and a huge recreation for many young adults including ourselves. for this hackathon, we decided to connect the sociability aspect of the popular site "twitter", and combine it with a methodology of visualizing the activity of memes in various neighborhoods. we hop... | ## Inspiration
Following the recent tragic attacks in Paris, Beirut, and other places, the world has seen the chaos that followed during and after the events. We saw how difficult it was for people to find everything they wanted to know as they searched through dozens of articles and sites to get a full perspective on... | ## Inspiration
Partially inspired by the Smart Cities track, we wanted our app to have the direct utility of ordering food, while still being fun to interact with. We aimed to combine convenience with entertainment, making the experience more enjoyable than your typical drive-through order.
## What it does
You inter... | partial |
### Inspiration
Ever see a shirt and think, "Damn, I want that shirt"? But that shirt was the one that got away and you never saw it ever again? We know exactly the feeling, which is why we created and designed ProPrice for the e-Commerce loving IOS users. Now, the moment you see that shirt, that watch, that bag of Fl... | ## Inspiration
We were inspired by the difficulty of filtering out the clothes we were interested in from all the available options. As a group of motivated undergraduate software developers, we were determined to find a solution.
## What it does
MatchMyStyle intelligently filters brand catalogs using past items fro... | ## Inspiration
It all started a couple days ago when my brother told me he'd need over an hour to pick up a few items from a grocery store because of the weekend checkout line. This led to us reaching out to other friends of ours and asking them about the biggest pitfalls of existing shopping systems. We got a whole v... | losing |
## Inspiration
Our app idea came from the experience of one of our team members when he was having lunch in one of the many food courts of Toronto's CBD. At the time, he was looking around and despite being surrounded by hundreds of people - he knew nothing about any of them. Of course, there were incredible people am... | ## Inspiration
Online shopping has been the norm for a while, but the COVID-19 pandemic has impelled even more businesses and customers alike to shift to the digital space. Unfortunately, it also accentuated the frustrations associated with online shopping. People often purchase items online, only to find out what the... | Demo: <https://youtu.be/cTh3Q6a2OIM?t=2401>
## Inspiration
Fun Mobile AR Experiences such as Pokemon Go
## What it does
First, a single player hides a virtual penguin somewhere in the room. Then, the app creates hundreds of obstacles for the other players in AR. The player that finds the penguin first wins!
## How... | partial |
## TL;DR
The one-stop shop for all your hackathon tool needs. **HackMyHack** can generate a cool idea for you, generate a cool name for you, fix bugs for you, explain code snippets to you, remind you about upcoming deadlines, become a chatbot and basically anything else. Like, **seriously**. Also, feel like an absolut... | ## Inspiration
We meet hundreds of people throughout our lifetimes, from chance encounters at cafes, to teammates at school, to lifelong friends. With so many people bumping into and out of our lives, it may be hard to keep track of them all. Individuals with social disabilities, especially those who have a difficult ... | ## Inspiration
We were looking for ways to use some of the most wild, inaccurate, out-there claims about the Covid-19 Vaccine to instead produce good outcomes.
## What it does
Aggregates misinformation regarding the COVID-19 vaccine in one location to empower public health officials and leaders to quickly address th... | partial |
## About the Project
NazAR is an educational tool that automatically creates interactive visualizations of math word problems in AR, requiring nothing more than an iPhone.
## Behind the Name
*Nazar* means “vision” in Arabic, which symbolizes the driving goal behind our app – not only do we visualize math problems fo... | ## The Gist
We combine state-of-the-art LLM/GPT detection methods with image diffusion models to accurately detect AI-generated video with 92% accuracy.
## Inspiration
As image and video generation models become more powerful, they pose a strong threat to traditional media norms of trust and truth. OpenAI's SORA mod... | ## Inspiration
Learning never ends. It's the cornerstone of societal progress and personal growth. It helps us make better decisions, fosters further critical thinking, and facilitates our contribution to the collective wisdom of humanity. Learning transcends the purpose of solely acquiring knowledge.
## What it does... | winning |
## 💭 Inspiration
Throughout our Zoom university journey, our team noticed that we often forget to unmute our mics when we talk, or forget to mute it when we don't want others to listen in. To combat this problem, we created speakCV, a desktop client that automatically mutes and unmutes your mic for you using computer... | ## Inspiration
Today we live in a world that is all online with the pandemic forcing us at home. Due to this, our team and the people around us were forced to rely on video conference apps for school and work. Although these apps function well, there was always something missing and we were faced with new problems we ... | ## Inspiration
We've all been there - racing to find an empty conference room as your meeting is about to start, struggling to hear a teammate who's decided to work from a bustling coffee shop, or continuously muting your mic because of background noise.
As the four of us all conclude our internships this summer, we’... | winning |
## Inspiration
This project was inspired by the video on modern naval air defense by Binkov's Battlegrounds:
[Attack on Aegis](https://youtu.be/ZcwDfaY4OW4)
However, my game does not depict anti-air warfare realistically. Instead I took an arcade-y approach and centred the core gameplay loop around manually guiding a... | ## Inspiration
We wanted to build something fun, after several ideas this emerged and our eyes glowed.
## What it does
It's a game. You play as a robot with a laser and shield trying to survive and destroy the other players. Once dead the player becomes part of the environment and can redirect lasers.
## How I buil... | ## Inspiration
Our inspiration comes from the idea that the **Metaverse is inevitable** and will impact **every aspect** of society.
The Metaverse has recently gained lots of traction with **tech giants** like Google, Facebook, and Microsoft investing into it.
Furthermore, the pandemic has **shifted our real-world e... | losing |
# mtrx — /ˈmɛtrɪks/
### Data analytics solutions for small businesses.
Team: Wyatt Lake, Sritan Motati, Yuvraj Lakhotia, Evelyn Li
## Components
* Client Portal: <https://github.com/wyattlake/penn-apps-frontend>
* LLM & API Suite: <https://github.com/sritanmotati/pennapps-backend>
* CORS Server: <https://github.com... | ## Inspiration
We help businesses use Machine Learning to take control of their brand by giving them instant access to sentiment analysis for reviews.
## What it does
Reviews are better when they are heard. We scrape data from Yelp, run the reviews through our ML model and allow users to find and access these proces... | ## Inspiration
Millions of people around the world are either blind, or partially sighted. For those who's vision is impaired, but not lost, there are tools that can help them see better. By increasing contrast and detecting lines in an image, some people might be able to see clearer.
## What it does
We developed an... | losing |
## Inspiration
The Distillery District in Toronto with historical buildings.
## What it does
This is a game about how to make whiskey in the old distillery district. Following the process of whiskey-making with manual labor, you have to find out the perfect formula to make the best whiskey.
## How we built it
We b... | ## Inspiration
**The Tales of Detective Toasty** draws deep inspiration from visual novels like **Persona** and **Ghost Trick** and we wanted to play homage to our childhood games through the fusion of art, music, narrative, and technology. Our goal was to explore the possibilities of AI within game development. We us... | ## Inspiration
We are a group of friends who are interested in cryptography and Bitcoin in general but did not have a great understanding. However, attending Sonr's panel gave us a lot of inspiration because they made the subject more digestible and easier to understand. We also wanted to do something similar but add ... | winning |
## Inspiration
Bipolar is a mental health condition that affects %1 of the population in Canada which amount to 3.7 million people. One in eight adults will show symptoms of a mood disorder. My father was diagnosed with bipolar disorder and refused medication on the basis that he didn't feel himself. A standard medica... | # Mental-Health-Tracker
## Mental & Emotional Health Diary
This project was made because we all know how much of a pressing issue that mental health and depression can have not only on ourselves, but thousands of other students. Our goal was to make something where someone could have the chance to accurately assess a... | ## Inspiration
While we were doing preliminary research, we had found overwhelming amounts of evidence of mental health deterioration as a consequence of life-altering lockdown restrictions. Academic research has shown that adolescents depend on friendship to maintain a sense of self-worth and to manage anxiety and de... | partial |
# Babble: PennAppsXVIII
PennApps Project Fall 2018
## Babble: Offline, Self-Propagating Messaging for Low-Connectivity Areas
Babble is the world's first and only chat platform that is able to be installed, setup, and used 100% offline. This platform has a wide variety of use cases such as use in communities with lim... | As a response to the ongoing wildfires devastating vast areas of Australia, our team developed a web tool which provides wildfire data visualization, prediction, and logistics handling. We had two target audiences in mind: the general public and firefighters. The homepage of Phoenix is publicly accessible and anyone ca... | ## Inspiration
We drew inspiration from the concept of a photo album. We focused on its nostalgic affect and it's main ability to store photos. Another application we took inspiration from was Spotify and how their Spotify Wrapped allowed the viewers to look back on their listener's music history. We drew from these a... | winning |
## Inspiration
We visit many places, we know very less about the historic events or the historic places around us. Today In History notifies you of historic places near you so that you do not miss them.
## What it does
Today In History notifies you about important events that took place exactly on the same date as t... | ## Inspiration
Between 1994 and 2013 there were 6,873 natural disasters worldwide, which claimed 1.35 million lives or almost 68,000 lives on average each year. In many of these disasters, people don't know where to go, and where is safe. For example, during Hurricane Harvey, many people learned about dangers such as ... | ### Inspiration
Have you ever found yourself wandering in a foreign land, eyes wide with wonder, yet feeling that pang of curiosity about the stories behind the unfamiliar sights and sounds? That's exactly where we found ourselves. All four of us share a deep love for travel and an insatiable curiosity about the diver... | winning |
## Inspiration
In Grade 10 at one point I played a game with my classmates where we all started with $10 000 in virtual currency and traded stocks with that virtual currency, trying to see who could make the most money. Even though most of us lost almost all our money, the game was a lot of fun.
This is where the ide... | ## Inspiration
We were inspired by Plaid's challenge to "help people make more sense of their financial lives." We wanted to create a way for people to easily view where they are spending their money so that they can better understand how to conserve it. Plaid's API allows us to see financial transactions, and Google ... | ## Inspiration
We were inspired by Michael Reeves, a YouTuber who is known for his "useless inventions." We all enjoy his videos and creations, so we thought it would be cool if we tried it out too.
## What it does
Abyss. is a table that caves in on itself and drops any item that is placed onto it into the abyss.
#... | partial |
## Inspiration
Epilepsy is a collective group of seizure related neurological disorders that adversely impacts approximately 4% of the American general public and over 87,000 veterans. Electroencephalogram (EEG) tests are used to detect seizures and other abnormalities associated with the electrical functions of the b... | ## Inspiration
Identibear was inspired by the work experiences of our team members as well as our varying specialties in web, ML, and hardware development!
Working in a nursing/retirement home means seeing seniors with dementia **struggling to recognize their family members**. Often many are too **embarrassed to ask ... | ## Inspiration
Every year, millions of people suffer from concussions without even realizing it. We wanted to tackle this problem by offering a simple solution that could be used by everyone to offer these people proper care.
## What it does
Harnessing computer vision and NLP, we have developed a tool that can admin... | losing |
## Inspiration
Helping people leading busy lifestyle with an app to keep important tasks and dates with reminders
## What it does
It is simply a reminder app with a game element to encourage recurrent visits .
As people keep completing task, they gain experience points to level up their chosen pet which is a dog or ... | ## What it does
How you ever wanted to be healthy and exercise but could never work up the motivation? Well, we made the perfect website for you! Our website offers users a chance to workout... only gamified.
## Inspiration
We were inspired by RPG games, where they incentivize players to continuously do repetitive t... | ## Inspiration
As students, we have found that there are very few high-quality resources on investing for those who are interested but don't have enough resources. Furthermore, we have found that investing and saving money can be a stressful experience. We hope to change this for those who want to save better with the... | losing |
## Inspiration
---
I recently read Ben Sheridan's paper on Human Centered Artificial Intelligence where he argues that Ai is best used as a tool that accelerates humans rather than trying to *replace* them. We wanted to design a "super-tool" that meaningfully augmented a user's workday. We felt that current calendar ... | ## Inspiration
As aspiring startup founders, we are always looking for pain points and problems to solve. As such, we decided to ask our professors for the problems they faced. But no matter how hard we tried to meet with them, we could never get a meeting scheduled due how difficult it is to coordinate meetings acros... | ## Inspiration
Answer: Our increasingly complex lives demand more than just a reminder tool; they need an understanding partner. We witnessed the strain of juggling health, work, academic responsibilities, and social lives. This inspired the creation of Edith – a comprehensive, intuitive, and health-conscious planner.... | losing |
## Inspiration
The upcoming election season is predicted to be drowned out by mass influx of fake news. Deepfakes are a new method to impersonate famous figures saying fictional things, and could be particularly influential in the outcome of this and future elections. With international misinformation becoming more co... | ## The Gist
We combine state-of-the-art LLM/GPT detection methods with image diffusion models to accurately detect AI-generated video with 92% accuracy.
## Inspiration
As image and video generation models become more powerful, they pose a strong threat to traditional media norms of trust and truth. OpenAI's SORA mod... | ## Inspiration
The advancement of image classification, notably in facial recognition, has some very interesting applications. [Microsoft](https://azure.microsoft.com/en-ca/services/cognitive-services/face/) and Amazon currently provide facial recognition services to parties ranging from corporations checking on their... | winning |
# 🎶 SongSmith | New remixes at your *fingertips*! 🎶
SongSmith is your one-stop-shop to **create new remixes from your favourite songs!** 🎼
**State-of-the-art AI Machine Learning Neural Networks** are used to generate remixes with similar styles🎨 to your best-loved songs🎶.
**📚Discover! 👨🎤Inspire! 🎧Listen! S... | ## Inspiration
What inspired the beginning of the idea was terrible gym music and the thought of a automatic music selection based on the tastes of people in the vicinity. Our end goal is to sell a hosting service to play music that people in a local area would want to listen to.
## What it does
The app has two part... | ## Inspiration
With caffeine being a staple in almost every student’s lifestyle, many are unaware when it comes to the amount of caffeine in their drinks. Although a small dose of caffeine increases one’s ability to concentrate, higher doses may be detrimental to physical and mental health. This inspired us to create ... | losing |
## Inspiration
Sexual assault survivors are in tremendously difficult situations after being assaulted, having to sacrifice privacy and anonymity to receive basic medical, legal, and emotional support. And understanding how to proceed with one's life after being assaulted is challenging due to how scattered informatio... | ## Inspiration
With the excitement of blockchain and the ever growing concerns regarding privacy, we wanted to disrupt one of the largest technology standards yet: Email. Email accounts are mostly centralized and contain highly valuable data, making one small breach, or corrupt act can serious jeopardize millions of p... | ## Inspiration
While we were doing preliminary research, we had found overwhelming amounts of evidence of mental health deterioration as a consequence of life-altering lockdown restrictions. Academic research has shown that adolescents depend on friendship to maintain a sense of self-worth and to manage anxiety and de... | partial |
## Inspiration
According to the United State's Department of Health and Human Services, 55% of the elderly are non-compliant with their prescription drug orders, meaning they don't take their medication according to the doctor's instructions, where 30% are hospital readmissions. Although there are many reasons why sen... | ## Inspiration
This project was inspired by the rising issue of people with dementia. Symptoms of dementia can be temporarily improved by regularly taking medication, but one of the core symptoms of dementia is forgetfulness. Moreover, patients with dementia often need a caregiver, who is often a family member, to man... | ## Inspiration
When you are prescribed medication by a Doctor, it is crucial that you complete the dosage cycle in order to ensure that you recover fully and quickly. Unfortunately forgetting to take your medication is something that we have all done. Failing to run the full course of medicine often results in a delay... | partial |
## Inspiration
The inspiration for Leyline came from [The Interaction Company of California's challenge](https://interaction.co/calhacks) to design an AI agent that proactively handles emails. While Google's AI summarization features in their email app were a good start, we felt they lacked the comprehensive functiona... | ## Inspiration
In today's fast-paced digital world, creating engaging social media content can be time-consuming and challenging. We developed Expresso to empower content creators, marketers, and businesses to streamline their social media workflow without compromising on quality or creativity.
## What it does
Expre... | ## Inspiration
One of our teammates had an internship at a company where they were exposed to the everyday operations of the sales and customer service (SCS) industry. During their time there, they discovered how costly and time consuming it was for companies to properly train, manage and analyze the performance of th... | winning |
## Inspiration
Every year, thousands of mechatronics engineering students across the world endure unintuitive controls for their favourite 3D modelling software. Whilst they may be gaining professional and academic experience during their time in post-secondary education, they graduate and move on to greater things su... | ## Inspiration
>
> We wanted to make a website that utilized an open source framework for computer vision called MediaPipe by Google. After much deliberation, we settled on making a simple game of rock-paper-scissors featuring MediaPipe's Gesture Recognition solution.
>
>
> ## What it does
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>
> Upon landing on the we... | **Inspiration**
The inspiration behind Block Touch comes from the desire to create an interactive and immersive experience for users by leveraging the power of Python computer vision. We aim to provide a unique and intuitive way for users to navigate and interact with a simulated world, using their hand movements to pl... | losing |
## Inspiration
I wanted to build a website that will filter users according to certain criteria and match students so they can chat and get together for study sessions.
One of the core issues in such apps is verification of users, so I am using Botdoc which allows me to request documents from the users in a fast and ... | ## Inspiration
The inspiration for this project stems from the well-established effectiveness of focusing on one task at a time, as opposed to multitasking. In today's era of online learning, students often find themselves navigating through various sources like lectures, articles, and notes, all while striving to abs... | ## Inspiration
In today's age, people have become more and more divisive on their opinions. We've found that discussion nowadays can just result in people shouting instead of trying to understand each other.
## What it does
**Change my Mind** helps to alleviate this problem. Our app is designed to help you find peop... | losing |
## Inspiration
During my last internship, I worked on an aging product with numerous security vulnerabilities, but identifying and fixing these issues was a major challenge. One of my key projects was to implement CodeQL scanning to better locate vulnerabilities. While setting up CodeQL wasn't overly complex, it becam... | ## Inspiration:
Millions of active software developers use GitHub for managing their software development, however, our team believes that there is a lack of incentive and engagement factor within the platform. As users on GitHub, we are aware of this problem and want to apply a twist that can open doors to a new inno... | ## Inspiration
* The theme for the hackathon
* Emerging LLM AI technologies and access through APIs
## What it does
* A simple chatroom alongside a bonfire to illicit a sense of peace with company.
## How I built it
* Node.js and React to build the overall website (Started with create-react-app)
* Spline to design... | partial |
## How to use
First, you need an OpenAI account for a unique API key to plug into the openai.api\_key field in the generate\_transcript.py file. You'll also need to authenticate the text-to-speech API with a .json key from Google Cloud. Then, run the following code in the terminal:
```
python3 generate_transcript.py
... | Currently, about 600,000 people in the United States have some form of hearing impairment. Through personal experiences, we understand the guidance necessary to communicate with a person through ASL. Our software eliminates this and promotes a more connected community - one with a lower barrier entry for sign language ... | ## Inspiration
Have you ever been looking online for sample code, or a solution to a problem, but the code doesn't make sense? Have you been given code at work to review that just isn't documented at all? Have you gone to ChatGPT for these worries, but received an essay-length response where you can’t follow it along ... | partial |
## Inspiration
Digitized conversations have given the hearing impaired and other persons with disabilities the ability to better communicate with others despite the barriers in place as a result of their disabilities. Through our app, we hope to build towards a solution where we can extend the effects of technological... | ## Inspiration
We wanted to tackle a problem that impacts a large demographic of people. After research, we learned that 1 in 10 people suffer from dyslexia and 5-20% of people suffer from dysgraphia. These neurological disorders go undiagnosed or misdiagnosed often leading to these individuals constantly struggling t... | >
> Domain.com domain: IDE-asy.com
>
>
>
## Inspiration
Software engineering and development have always been subject to change over the years. With new tools, frameworks, and languages being announced every year, it can be challenging for new developers or students to keep up with the new trends the technological in... | winning |
## Inspiration
As freshman during the COVID pandemic, we found it hard to meet people in our online classes, and find groups to study with, which is one of things we were most looking forward to. We wanted to create a way for students to be matched with peers to study with, not only based on the classes they are takin... | ## Inspiration
Given that students are struggling to make friends online, we came up with an idea to make this easier. Our web application combines the experience of a video conferencing app with a social media platform.
## What it does
Our web app targets primarily students attending college lectures. We wanted to ... | ## Inspiration
* The pandemic makes socializing with family, friends, and strangers, more difficult. For students, turning on
your camera can be daunting.
* Buddy Study Online aims to create one thing: a safe space for students to meet each other and study.
## What it does
* The product allows users to enter study r... | losing |
This is a simulation of astronomical bodies interacting gravitationally, forming orbits.
Prize Submission:
Best Design,
Locals Only,
Lost Your Marbles,
Useless Stuff that Nobody Needs,
Best Domain Name Registered With Domain.com
Domain.com:
[Now online!](http://www.spacesim2k18.org)
[Video demo of website](https://... | ## Inspiration
We wanted to make something that linked the virtual and real worlds, but in a quirky way. On our team we had people who wanted to build robots and people who wanted to make games, so we decided to combine the two.
## What it does
Our game portrays a robot (Todd) finding its way through obstacles that ... | ## Inspiration
We were very inspired by the chaotic innovations happening all around the world and wanted to create something that's just a little stupid, silly, and fun using components that are way too overspecced for the usecase.
## What it does
It is intended to use electromagnetic properties and an intense amou... | winning |
Our Team's First Hackathon - Treehacks 2024
## Inspiration
Our inspiration for this project was from the memories we recalled when sharing food and recipes with our families. As students, we wanted to create the prototype for an app that could help bring this same joyful experience to others, whether it be sharing a ... | ## Inspiration
I was cooking at home one day and I kept noticing we had half a carrot, half an onion, and like a quarter of a pound of ground pork lying around all the time. More often than not it was from me cooking a fun dish that my mother have to somehow clean up over the week. So I wanted to create an app that wo... | ## Inspiration
As a startup founder, it is often difficult to raise money, but the amount of equity that is given up can be alarming for people who are unsure if they want the gasoline of traditional venture capital. With VentureBits, startup founders take a royalty deal and dictate exactly the amount of money they ar... | losing |
## Inspiration
Almost 2.2 million tonnes of edible food is discarded each year in Canada alone, resulting in over 17 billion dollars in waste. A significant portion of this is due to the simple fact that keeping track of expiry dates for the wide range of groceries we buy is, put simply, a huge task. While brainstormi... | ## Inspiration
Staying healthy is a goal that everyone strives to achieve, but sometimes life just gets in the way. For the average person, slacking off for a few days is not a big deal and is something that is often done. However, for the more vulnerable population, staying on top their health is crucial and can ofte... | ## Inspiration
Meal planning is hard. Saving money? harder. Coming up with creative recipes? The hardest.
Inspired by watching both the struggle of college students to both find cheap and easy meals to create out of limited amounts of options as well as one team member watching a roommate browse through coupon sites l... | partial |
## Inspiration
Throughout my life, the news has been littered with stories of bridges collapsing and infrastructure decaying all across the continent. You have probably seen them too. The quality of our infrastructure is a major challenge which smart cities could address.
But did you know that repairing and replacing... | ## Inspiration
As college students learning to be socially responsible global citizens, we realized that it's important for all community members to feel a sense of ownership, responsibility, and equal access toward shared public spaces. Often, our interactions with public spaces inspire us to take action to help othe... | # Harvest Hero: Cultivating Innovation
## Inspiration
Our journey began with a shared passion for addressing pressing challenges in agriculture. Witnessing the struggles faced by farmers globally due to unpredictable weather, soil degradation, and crop diseases, we were inspired to create a solution that could empowe... | winning |
## Inspiration
As students, we constantly need online education, not only for our career and professional development but also for curiosity and exploration. Nevertheless, online learning has many drawbacks to live education, primarily not being able to ask the teacher questions or have any interaction at all. Many ti... | ## Inspiration
The education system is broken and teachers are under-appreciated. So, we wanted to create something to help teachers. We spoke to a teacher who told us that a lot of her time is spent editing students’ work and reviewing tests. So, we started thinking about how we could help teachers save time, while b... | ## Inspiration
Technology in schools today is given to those classrooms that can afford it. Our goal was to create a tablet that leveraged modern touch screen technology while keeping the cost below $20 so that it could be much cheaper to integrate with classrooms than other forms of tech like full laptops.
## What i... | losing |
## Inspiration
You probably know someone who is very good at managing their credit cards. Not only do they never have any debts, but they also get so much reward that they can even have a vacation or two without spending anything on transportations or hotels. However, most people, like our groups, are not as good as t... | ## Inspiration
Due to the shortages of doctors and clinics in rural areas, early diagnosis of skin diseases that may seem harmless on the outside but can become life-threatening is a real problem. MediDerma uses Computer Vision to predict skin diseases and provide the underlying symptoms associated which are prominent... | ## Inspiration
In a world where finance is extremely important, everyone needs access to **banking services**. Citizens within **third world countries** are no exception, but they lack the banking technology infrastructure that many of us in first world countries take for granted. Mobile Applications and Web Portals d... | losing |
## Inspiration
Legal research is tedious and time-consuming, with lawyers spending hours finding relevant cases. For instance, if a client was punched, lawyers must manually try different keywords like “kick” or “slap” to find matches. Analyzing cases is also challenging. Even with case summaries, lawyers must still v... | ## Inspiration
When reading news articles, we're aware that the writer has bias that affects the way they build their narrative. Throughout the article, we're constantly left wondering—"What did that article not tell me? What convenient facts were left out?"
## What it does
*News Report* collects news articles by to... | ## Inspiration
With elections right around the corner, many young adults are voting for the first time, and may not be equipped with knowledge of the law and current domestic events. We believe that this is a major problem with our nation, and we seek to use open source government data to provide day to day citizens w... | partial |
# Inspiration
As a team we decided to develop a service that we thought would not only be extremely useful to us, but to everyone around the world that struggles with storing physical receipts. We were inspired to build an eco friendly as well as innovative application that targets the pain points behind filing receip... | ## Inspiration
It’s insane how the majority of the U.S. still looks like **endless freeways and suburban sprawl.** The majority of Americans can’t get a cup of coffee or go to the grocery store without a car.
What would America look like with cleaner air, walkable cities, green spaces, and effective routing from plac... | ## 🌱 Inspiration
With the ongoing climate crisis, we recognized a major gap in the incentives for individuals to make greener choices in their day-to-day lives. People want to contribute to the solution, but without tangible rewards, it can be hard to motivate long-term change. That's where we come in! We wanted to c... | winning |
## Inspiration
Rates of patient nonadherence to therapies average around 50%, particularly among those with chronic diseases. One of my closest friends has Crohn's disease, and I wanted to create something that would help with the challenges of managing a chronic illness. I built this app to provide an on-demand, supp... | ## Inspiration
COVID revolutionized the way we communicate and work by normalizing remoteness. **It also created a massive emotional drought -** we weren't made to empathize with each other through screens. As video conferencing turns into the new normal, marketers and managers continue to struggle with remote communi... | ## Inspiration
The US and the broader continent is in the midst of a drug crisis affecting a large fraction of the population: the opioid crisis. The direct spark that led us to develop Core was the recent publication of a study that used a model to predict the effects of different intervention methods on reducing ove... | winning |
## Inspiration
As our team nears the point in our lives in which buying our first home is on our radar, we've realized how cumbersome and daunting the task is, especially for new homeowners. Just the first step, determining which house you can afford, is already difficult, as a home's listing price doesn’t even begin ... | ## Inspiration
Many individuals lack financial freedom, and this stems from poor spending skills. As a result, our group wanted to create something to help prevent that. We realized how difficult it can be to track the expenses of each individual person in a family. As humans, we tend to lose track of what we purchase... | ## Inspiration
We came into this not knowing what to do for this hackathon, but then it dawned on us, wouldn't it be nice if it were possible to see different type of information about the stock market, and stocks that you already own. That's when we thought of making **Ultimate Portfolio**!
## What it does
Now you ... | partial |
• Inspiration
The inspiration for digifoot.ai stemmed from the growing concern about digital footprints and online presence in today's world. With the increasing use of social media, individuals often overlook the implications of their online activities. We aimed to create a tool that not only helps users understand ... | ## Inspiration 💡
Our inspiration for this project was to leverage new AI technologies such as text to image, text generation and natural language processing to enhance the education space. We wanted to harness the power of machine learning to inspire creativity and improve the way students learn and interact with edu... | ## Inspiration
James wants to go to Ottawa for a vacation. He does not how to dress properly for the weather as -1 degree Celsius in the sunny and snowy Ottawa feels completely different than -1 degree Celsius in the rainy Vancouver.
When visiting a new city or country, often, just typing the city name to Google is n... | partial |
## Inspiration
We are currently living through one of the largest housing crises in human history. As a result, more Canadians than ever before are seeking emergency shelter to stay off the streets and find a safe place to recuperate. However, finding a shelter is still a challenging, manual process, where no digital ... | ## Inspiration
Every year hundreds of thousands of preventable deaths occur due to the lack of first aid knowledge in our societies. Many lives could be saved if the right people are in the right places at the right times. We aim towards connecting people by giving them the opportunity to help each other in times of m... | ## Inspiration
More than 2.7 million pets will be killed over the next year because shelters cannot accommodate them. Many of them will be abandoned by owners who are unprepared for the real responsibilities of raising a pet, and the vast majority of them will never find a permanent home. The only sustainable solution... | winning |
## Inspiration
We saw the sad reality that people often attending hackathons don't exercise regularly or do so while coding. We decided to come up with a solution
## What it does
Lets a user log in, and watch short fitness videos of exercises they can do while attending a hackathon
## How we built it
We used HTML ... | ## Inspiration
As children some of us have been to the great barrier reef and it was an amazing experience. Now with the problems such as climate change and pollution that have effected these natural wonders, we were inspired to help people maintain land better in general. There has not been much advancements in the w... | ## Inspiration
We wanted to watch videos together as a social activity during the pandemic but were unable as many platforms were hard to use or unstable. Therefore our team decided to create a platform that met our needs in terms of usability and functionality.
## What it does
Bubbles allow people to create viewing... | partial |
## Inspiration
For my project I wanted to see if I could use state of the art machine learning and crowd sourcing methods to make something not only innovative and exciting, but also fun and whimsical.
Although I'm not artistically talented, I like doodling, whether it's when I'm supposed to be paying attention in a ... | ## Inspiration
In our busy world, people often rush from place to place. Sometimes, people need to stop and appreciate the art and the world around them. Especially now, we were looking for ways to connect local communities safely and creatively. paintAR provides such opportunities.
## What it does
Find art where yo... | # 🤖🖌️ [VizArt Computer Vision Drawing Platform](https://vizart.tech)
Create and share your artwork with the world using VizArt - a simple yet powerful air drawing platform.

## 💫 Inspiration
>
> "... | partial |
Introduction:
We are freshman students gaining experience by participating in our first-ever hackathon. Even if we might not win, we surely would take a lot of experience with us!
About the project:
We have two ideas for a Web application.
I) A OpenAI-powered virtual assistant to help people communicate their emotions.... | ## Inspiration
Based on CDC’s second nutrition report, nutritional deficiency affects less than 10 percent of the American population. However, in some ethic or age groups, more than one third of the population group suffer nutritional deficiency. The lack of certain nutrients could lower one’s quality of life, and ev... | ## Inspiration
1 in 2 Canadians will personally experience a mental health issue by age 40, with minority communities at a greater risk. As the mental health epidemic surges and support at its capacity, we sought to build something to connect trained volunteer companions with people in distress in several ways for con... | losing |
# Inspiration
When we ride a cycle we to steer the cycle towards the direction we fall, and that's how we balance. But the amazing part is we(or our brain) compute a complex set of calculations to balance ourselves. And that we do it naturally. With some practice it gets better. The calculation in our mind that goes o... | ## Inspiration
40 million people in the world are blind, including 20% of all people aged 85 or older. Half a million people suffer paralyzing spinal cord injuries every year. 8.5 million people are affected by Parkinson’s disease, with the vast majority of these being senior citizens. The pervasive difficulty for the... | ## Inspiration
* Home pets
## What it does
* Can be toggled to move based on user-based joystick direction
* Performs tricks (spinning around, wags tail) based on user's hand gestures
* Serves as runaway alarm clock in the morning by backing away (wags tail after caught by user)
* Displays daily schedule and reminde... | winning |

## 💡INSPIRATION💡
Our team is from Ontario and BC, two provinces that have been hit HARD by the opioid crisis in Canada. Over **4,500 Canadians under the age of 45** lost their lives through overdosing during 2021, ... | ## Inspiration
In August, one of our team members was hit by a drunk driver. She survived with a few cuts and bruises, but unfortunately, there are many victims who are not as lucky. The emotional and physical trauma she and other drunk-driving victims experienced motivated us to try and create a solution in the probl... | ## Inspiration
False news. False news. False news everywhere. Before reading your news article in depth, let us help you give you a brief overview of what you'll be ingesting.
## What it does
Our Google Chrome extension will analyze the news article you're about to read and give you a heads up on some on the article... | winning |
## Inspiration
Introducing TrailGuide, an innovative service designed to enhance your hiking experience through the power of artificial intelligence. TrailGuide is AI-powered and accessible through SMS, allowing hikers to interact seamlessly with a virtual assistant throughout their journey. Imagine having a reliable ... | ## Inspiration
Parker was riding his bike down Commonwealth Avenue on his way to work this summer when a car pulled out of nowhere and hit his front tire. Lucky, he wasn't hurt, he saw his life flash before his eyes in that moment and it really left an impression on him. (His bike made it out okay as well, other than ... | 💡
## Inspiration
49 percent of women reported feeling unsafe walking alone after nightfall according to the Office for National Statistics (ONS). In light of recent sexual assault and harassment incidents in the London, Ontario and Western community, women now feel unsafe travelling alone more than ever.
Light My W... | partial |
## Inspiration
As a student, sometimes we need to compromise lunch with ramen cup noodles, money, and these problems faced by all the students. So, as a software engineer, I and my roommate thought of a solution to this problem and trying to develop a prototype for the application.
## What it does
Demeter allows you... | ## Inspiration
The both of us study in NYC and take subways almost everyday, and we notice the rampant food insecurity and poverty in an urban area. In 2017 40 million people struggled with hunger (source Feeding America) yet food waste levels remain at an all time high (“50% of all produce in the United States is thr... | ## Inspiration
Our inspiration stems from a fundamental realization about the critical role food plays in our daily lives. We've observed a disparity, especially in the United States, where the quality and origins of food are often overshadowed, leading to concerns about the overall health impact on consumers.
Severa... | losing |
## Inspiration
While our team might have come from different corners of the country, with various experience in industry,
and a fiery desire to debate whether tabs or spaces are superior, we all faced similar discomforts in our jobs: insensitivity.
Our time in college has shown us that despite the fact people's diver... | ## Inspiration
As citizens who care deeply about the integrity of information that is being fed to the public, we were troubled by the rampant spread of misinformation and disinformation during (often political) live streams. Our goal is to create a tool that empowers viewers to discern truth from falsehood in **real-... | ## Inspiration
We wanted to bring financial literacy into being a part of your everyday life while also bringing in futuristic applications such as augmented reality to really motivate people into learning about finance and business every day. We were looking at a fintech solution that didn't look towards enabling fin... | partial |
PulsePoint represents a significant stride in healthcare technology, leveraging the security and efficiency of blockchain to enhance the way medical records are managed and shared across healthcare providers. By creating a centralized Electronic Medical Record (EMR) system, PulsePoint addresses a longstanding issue in ... | ## Inspiration
As a dedicated language learner for over two years, I faced the challenge of finding conversation partners during my first year. Working as a Food Service and Customer Service Worker allowed me to practice and learn real-life conversational skills. This experience inspired me to create a project that he... | ## Inspiration
Our inspiration for this project was the technological and communication gap between healthcare professionals and patients, restricted access to both one’s own health data and physicians, misdiagnosis due to lack of historical information, as well as rising demand in distance-healthcare due to the lack ... | losing |
## Inspiration
Have you ever met someone, but forgot their name right afterwards?
Our inspiration for INFU comes from our own struggles to remember every detail of every conversation. We all deal with moments of embarrassment or disconnection when failing to remember someone’s name or details of past conversations.
W... | ## Inspiration
We have family members that have autism, and Cinthya told us about a history including her imaginary friends and how she interacted with them in her childhood, so we started a research about this two topics and we came around to with "Imaginary Friends"
## What it does
We are developing an application... | ## Inspiration
Imagine a social networking app that uses your face as your unique handle/identifier rather than an username or @.
## What it does
Find out someone's name, interests, and pronouns by simply scanning their face!
Users first register themselves on our database providing a picture of themselves, their na... | winning |
## Inspiration
We wanted to make DDR without the sweat and music so that people could play a reaction game on the go.
## What it does
Users can watch an LED matrix with the dots running down the screen. The user can touch a touch sensor. to match with the dots that hit the lower row. If the player misses 4, they los... | ## Inspiration
The inspiration of our game came from the arcade game Cyclone, where the goal is to click the button when the LED lands on a signaled part of the circle.
## What it does
The goal of our game is to click the button when the LED reaches a designated part of the circle (the very last LED). Upon successfu... | ## Inspiration
Our biggest inspiration came from our grandparents, who often felt lonely and struggled to find help. Specifically, one of us have a grandpa with dementia. He lives alone and finds it hard to receive help since most of his relatives live far away and he has reduced motor skills. Knowing this, we were de... | losing |
## Inspiration
Public speaking is greatly feared by many, yet it is a part of life that most of us have to go through. Despite this, preparing for presentations effectively is *greatly limited*. Practicing with others is good, but that requires someone willing to listen to you for potentially hours. Talking in front o... | ## Inspiration
Our mission is to foster a **culture of understanding**. A culture where people of diverse backgrounds get to truly *connect* with each other. But, how can we reduce the barriers that exists today and make the world more inclusive?
Our solution is to bridge the communication gap of **people with differe... | ## Inspiration
One of our team members underwent speech therapy as a child, and the therapy helped him gain a sense of independence and self-esteem. In fact, over 7 million Americans, ranging from children with gene-related diseases to adults who suffer from stroke, go through some sort of speech impairment. We wanted... | winning |
## Inspiration
Sleep tracking with your phone is useful, but terribly drains your battery overnight, when it's supposed to be charging.
## What it does
Bluetooth enabled Ardino is implanted into a Plush Toy (the aRAWRm). An app on your phone can activate the buzzer to play the Mario theme, or activate the multi-colo... | ## Inspiration
The Arduino community provides a full eco-system of developing systems, and I saw the potential in using hardware, IOT and cloud-integration to provide a unique solution for streamlining processes for business.
## What it does
The web-app provides the workflow for a one-stop place to manage hundreds o... | ## Inspiration
Our biggest inspiration came from our grandparents, who often felt lonely and struggled to find help. Specifically, one of us have a grandpa with dementia. He lives alone and finds it hard to receive help since most of his relatives live far away and he has reduced motor skills. Knowing this, we were de... | partial |
## Inspiration
CareGuide was developed by our team in response to the pressing problem of medical errors in healthcare. A Johns Hopkins study found that medical errors account for over 250,000 deaths each year in the US, making them the third most common cause of mortality. Incomplete patient information and poor comm... | ## Inspiration
We all spend too much money on Starbucks, except for Arri, whose guilty pleasure is a secret that he won't tell us.
## What it does
Have you ever shopped at a disorganized grocery store where prices tags are all over the place? Or gone into a cafe that doesn't list its prices on the menu? *cough Starb... | # see our presentation [here](https://docs.google.com/presentation/d/1AWFR0UEZ3NBi8W04uCgkNGMovDwHm_xRZ-3Zk3TC8-E/edit?usp=sharing)
## Inspiration
Without purchasing hardware, there are few ways to have contact-free interactions with your computer.
To make such technologies accessible to everyone, we created one of t... | losing |
## Inspiration
Badminton boosts your overall health and offers mental health benefits. Doing sports makes you [happier](https://www.webmd.com/fitness-exercise/features/runners-high-is-it-for-real#1) or less stressed.
Badminton is the fastest racket sport.
The greatest speed of sports equipment, which is given accelera... | ## Inspiration
We built an AI-powered physical trainer/therapist that provides real-time feedback and companionship as you exercise.
With the rise of digitization, people are spending more time indoors, leading to increasing trends of obesity and inactivity. We wanted to make it easier for people to get into health a... | **Come check out our fun Demo near the Google Cloud Booth in the West Atrium!! Could you use a physiotherapy exercise?**
## The problem
A specific application of physiotherapy is that joint movement may get limited through muscle atrophy, surgery, accident, stroke or other causes. Reportedly, up to 70% of patients gi... | winning |
## Inspiration
At the heart of Palate lies a deep-seated appreciation for the connections forged over shared meals. As a team, we've experienced firsthand the magic of gathering around a table, whether it's for cherished family dinners or impromptu meetups with friends. These moments, woven into the fabric of our live... | ## Inspiration
As students, we know very well the struggle of getting enough sleep. Falling asleep in particular can be very hard especially when anxiety strikes during exam periods, you have big upcoming life events, or if you're someone who has your existential crises at night. Therefore, to combat this and help eve... | ## Overview
We made a gorgeous website to plan flights with Jet Blue's data sets. Come check us out! | losing |
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