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# MaTricks - The Matrix Editing App for iOS
### TreeHacks Project 2017
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### Built by Patrick Revilla, Renner Lucena, Tai Kao-Sowa, Michael Karr
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The world of matrices and linear algebra can be interesting, but also very perplexing for students who are developing their abstract reasoning. MaTricks (MAY-tricks... | ## Inspiration
We got the inspiration while solving some math questions. We were solving some of the questions wrong, but couldn't get any idea in what step we were doing wrong. Online, it was even worse: there were only videos, and you had to figure all of the rest out by yourself. The only way to see exactly where y... | ## Inspiration
Making learning fun for children is harder than ever. Mobile Phones have desensitized them to videos and simple app games that intend to teach a concept.
We wanted to use Projection Mapping and Computer Vision to create an extremely engaging game that utilizes both the physical world, and the virtual. ... | losing |
## 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
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... | ## Inspiration
We constantly have friends asking us for advice for investing, or ask for investing advice ourselves. We realized how easy a platform that allowed people to make collaboratively make investments would make sharing information between people. We formed this project out of inspiration to solve a problem i... | winning |
## Inspiration
Because of COVID-19, we're experiencing not only a global health crisis but also extreme psychological stress. The isolation and loneliness from social distancing, loss of personal and physical spaces, and not being able to enjoy the outdoors, for which there's growing evidence that nature helps relieve... | ## Inspiration
Our inspiration for this project comes from our own experiences as University students. As students, we understand the importance of mental health and the role it plays in one's day to day life. With increasing workloads, stress of obtaining a good co-op and maintaining good marks, people’s mental healt... | ## Inspiration
Life is short and fast-paced, filled with fleeting moments of joy, achievements, and connection. During Hack the North, our team met so many amazing and inspiring people in such a short amount of time. It struck us how easy it is to forget these meaningful interactions and experiences as life rushes on.... | losing |
## Inspiration
During these trying times, the pandemic impacted many people by isolating them in their homes. People are not able to socialize like they used to and find people they can relate with.
For example, students who are transitioning to college or a new school where they don’t know anyone. Matcher aims to imp... | ## Inspiration
Everyone in this team has previously been to post-secondary and noticed that their large group of friends have been slowly dwindling since graduation, especially after COVID. It's already well known that once you leave school it's a lot harder to make friends, so we got this idea to make FriendFinder to... | ## 🌱 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... | losing |
## Inspiration
Many people want to find ways to recycle more, make donations, find charities to support, go to local health clinics or non profits like Planned parenthood, support environmental issues but don't know how or where to look. This often means looking up a place to donate clothes in your city, or a place th... | ## Inspiration
One of our first ideas was an Instagram-esque social media site for recipe blogs. We also were interested in working with location data - somewhere along the line there was an idea to make an app that allowed you to track down your friends.
Somehow, we managed to combine both of these wildly different ... | ## Inspiration
Both of our families immigrated to the US roughly two decades ago.
**Many** of the **elders** in our family **are not comfortable navigating the medical system alone** and since a young age, both Brandon and I have been translating important documents...
We believe in empowering this user base with th... | losing |
## Our Vision
Canada, without a doubt, is one of the greatest countries to live in. Maple Syrup. Hockey. Tim Hortons. Exceptional nice-ness. But perhaps what makes us most Canadian, is our true appreciation of multiculturalism.
Many of us are or have families which have traveled far and wide to be a part of this grea... | ## Inspiration
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## Inspiration
Over **15% of American adults**, over **37 million** people, are either **deaf** or have trouble hearing according to the National Institutes of Health. One in eight people have hearing loss in both ears, and not being able to hear or freely express your thoughts to the rest of the world can put deaf pe... | winning |
## Inspiration
We wanted to pioneer the use of computationally intensive image processing and machine learning algorithms for use in low resource robotic or embedded devices by leveraging cloud computing.
## What it does
CloudChaser (or "Chase" for short) allows the user to input custom objects for chase to track. T... | ## 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... | ## Inspiration
With a vision to develop an innovative solution for portable videography, Team Scope worked over this past weekend to create a device that allows for low-cost, high-quality, and stable motion and panoramic photography for any user. Currently, such equipment exists only for high-end dslr cameras, is expe... | winning |
## What it does
XEN SPACE is an interactive web-based game that incorporates emotion recognition technology and the Leap motion controller to create an immersive emotional experience that will pave the way for the future gaming industry.
# How we built it
We built it using three.js, Leap Motion Controller for contro... | ## Inspiration
Having previously volunteered and worked with children with cerebral palsy, we were struck with the monotony and inaccessibility of traditional physiotherapy. We came up with a cheaper, more portable, and more engaging way to deliver treatment by creating virtual reality games geared towards 12-15 year ... | ## Inspiration
We wanted to create a creative HoloLens experience that truly transformed your space and motivated the user to interact in fun, innovative (and silly!) ways. Re-imagining simple classics seemed like a good place to start, and our redesign of Snake turned out to be more engaging than it had any right to ... | winning |
## Inspiration
The world has now experienced a full year of virtual everything. A main component of this new digital experience is **voice**. We now use our computers to listen to lectures, business meetings, music, interviews, and our teammates in virtual hackathons.
This presents a serious challenge to those with d... | ## Inspiration
The need to combat the isolation that can come from digital technology, combined with the need to help minority groups improve their english, resulted in PRO-nounce.
## What it does
The web app allows users to record audio. Each file is passed to the server where **Azure Speech Recognition** is used t... | ## Inspiration
As the Coronavirus pandemic continues to impact our lives, students are forced to stay at home and deal with the difficulties that come with online learning.
Personally, we have struggled with connection issues, professors who speak unclearly, and noisy environments. We can only imagine what lectures a... | losing |
## Inspiration
The loneliness epidemic is a real thing and you don't get meaningful engagements with others, just by liking and commenting on Instagram posts, you get meaningful engagement by having real conversations with others, whether it's a text exchange, phone call, or zoom meeting. This project was inspired by ... | ## Inspiration
We’ve noticed that it’s often difficult to form intentional and lasting relationships when life moves so quickly. This issue has only been compounded by the pandemic, as students spend more time than ever isolated from others. As social media is increasingly making the world feel more “digital”, we want... | ## Inspiration
We saw that lots of people were looking for a team to work with for this hackathon, so we wanted to find a solution
## What it does
I helps developers find projects to work, and helps project leaders find group members.
By using the data from Github commits, it can determine what kind of projects a pe... | losing |
## Inspiration
MSN Messenger and AOL messenger
## What it does
A messaging app where you can easily talk to friends. Just open the app, and you're instantly able to talk to them.
## How we built it
We built this app using C#, ASP.NET, MAUI, and gRPC. There are two parts to the program, an ASP.NET server that recei... | ## Inspiration
Do you ever have an absolutely amazing thought but end up forgetting it? Or do you go to jot it down, only to spend more time figuring out which folder of which note-taking app to put it in?
We have so many thoughts going through our heads all the time, especially in today's fast-paced, distraction-fil... | ## 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 💡
*An address is a person's identity.*
In California, there are over 1.2 million vacant homes, yet more than 150,000 people (homeless population in California, 2019) don't have access to a stable address. Without an address, people lose access to government benefits (welfare, food stamps), healthcare,... | ## Inspiration
Our inspiration for this project was to develop a new approach to how animal shelter networks function, and how the nationwide animal care and shelter systems can be improved to function more efficiently, and cost effectively. In particular, we sought out to develop a program that will help care for ani... | ## Inspiration
The system was Mostafa's idea. In a world with transparency has become more of a public concern in recent years, it was important to provide a medium to hold charities accountable for the money they received in good faith, and to encourage people with the means to donate.
## What it does
Project Glass... | winning |
## Inspiration
In today's world, technology has made it possible for people from various backgrounds and cultures to interact and understand each other through various cross-cultural and cross-linguistic platforms. Spoken language is a much smaller barrier than it was a few decades ago. But there still remains a commu... | ## Inspiration
At Carb0, we're committed to empowering individuals to take control of their carbon footprint and contribute to a more sustainable future. Our inspiration comes from the fact that 72% of CO2 emissions could be reduced by changes in consumer behavior, yet many companies lack the motivation to conduct ESG... | ## Inspiration
Post-pandemic, the world had become increasingly reliant on video conferencing platforms like Zoom to stay connected and continue business, education, and social interactions. However, one glaring issue persisted – the lack of accessibility for individuals who rely on American Sign Language (ASL) to com... | partial |
## Inspiration
We often want to read certain manga because we are interested in their stories, but are completely barred from doing so purely because there is no translation for them in English. As a result, we decided to make our own solution, in which we take the pages of the manga, translate them, and rewrite them ... | ## Inspiration
We've always wanted to be able to point our phone at an object and know what that object is in another language. So we built that app.
## What it does
Point your phone's camera towards an object, and it will identify that object for you, using the Inception neural network. We translate the object from... | ## Inspiration
I was inspired to create this app by my aging Chinese grandparents, who are trying to learn English by reading books. I noticed them struggle with certain words and lean in squinting to read the next paragraph. I decided that I could create a better way.
## What it does
Spectacle is an upgrade for you... | partial |
## 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
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## **Inspiration**
1/5 elderly Canadians feel isolated as a result of their environment. In an everchanging world, society often forgets about the people that built the present world we live in. Elderly people constantly battle between the desire to connect with the changing society around them whilst worrying that th... | winning |
## Inspiration☁️:
Our inspiration for "Snippit"✂️ comes from the infamous youtube meme, titled "Barack Obama Sings Call Me Maybe!" The basis of our app focuses on producing a "meme" according to the users request and promotes our enthusiasm for learning new concepts like Text-to-Speech recognition and the overall jour... | ## Inspiration
With COVID-19 pulling us away from loved ones, calling is more prevalent than ever. If you're going to listen to your significant other all day, you better enjoy the sound of their voice!
## What it does
Listen to voice recordings in a voice assistant and decide whether to swipe left or right through ... | ## Inspiration 💡
With the introduction of online-based learning, a lot of video tutorials are being created for students and learners to gain knowledge. As much as the idea is excellent, there was also a constraint whereby the tutorials may contain long hours of content and in some cases, it is inaccessible to users ... | losing |
## 💡 **Inspiration**
The COVID-19 pandemic exposed the weaknesses of the fast fashion industry, revealing its unsustainable practices that left over 70 million garment workers without pay. In response, we developed our virtual try-on app to advocate sustainability and equality in fashion. Our platform enables users t... | ## Inspiration
At the moment, the fashion industry is a mess. In terms of sustainability, 20% of Global Waste Water comes from textile dyeing according to the UN Environmental Program. Furthermore, 85% of textiles are thrown away or dumped into landfills, including completely unused clothing. However, one major concer... | ## Inspiration
Globally, over 92 million tons of textile waste are generated annually, contributing to overflowing landfills and environmental degradation. What's more, the fashion industry is responsible for 10% of global carbon emissions, with fast fashion being a significant contributor due to its rapid production ... | losing |
## Inspiration
We got our inspiration from the countless calorie tracking apps. First of all, there isn't a single website we could find that tracked calories. There are a ton of apps, but not one website. Secondly, None of them offered recipes built in. In our website, the user can search for food items, and directly... | ## 💡Inspiration
* 2020 US Census survey showed that adults were 3x more likely to screen positive for depression or anxiety in 2020 vs 2019
* A 2019 review of 18 papers summarized that wearable data could help identify depression, and coupled with behavioral therapy can help improve mental health
* 1 in 5 americans o... | ## Inspiration
As we brainstormed areas we could work in for our project, we began to look for inconveniences in each of our lives that we could tackle. One of our teammates unfortunately has a lot of dietary restrictions due to allergies, and as we watched him finding organizers to check ingredients and straining to ... | winning |
## Inspiration
With a prior interest in crypto and defi, we were attracted to Uniswap V3's simple yet brilliant automated market maker. The white papers were tantalizing and we had several eureka moments when pouring over them. However, we realized that the concepts were beyond the reach of most casual users who would... | ## What it does
We made 2 front ends to demonstrate the capabilities of alexaMD. Being able to extrapolate input from users to determine the likelihood of various diseases with confidence scores.
## How we built it
By scraping Mayo Clinic, a comprehensive medical database, we were able to compile information associa... | ## Inspiration
We have two bitcoin and cryptocurrency enthusiasts on our team, and only of us made money during its peak earlier this month. Cryptocurrencies are just too volatile, and its value depends too much on how the public feels about it.
How people think and talk about a cryptocurrency affects it price to a la... | winning |
## Inspiration
Recognizing the disastrous effects of the auto industry on the environment, our team wanted to find a way to help the average consumer mitigate the effects of automobiles on global climate change. We felt that there was an untapped potential to create a tool that helps people visualize cars' eco-friendl... | ## Inspiration
Over the course of the past year, one of the most heavily impacted industries due to the COVID-19 pandemic is the service sector. Specifically, COVID-19 has transformed the financial viability of restaurant models. Moving forward, it is projected that 36,000 small restaurants will not survive the winter... | ## Inspiration
Nerf gun meets 2016 - with the use of facial recognition the nerf gun is able to spot a face and shot at it.
## What it does
Sends a signal to the Particle Photon and triggers the rotation of the motor. The motor is then able to pull on a string with is attached to the trigger of the gun, at which poi... | winning |
## Inspiration
Amazon is the world's largest e-commerce company and one way they've achieved this is through their ability to deliver to customers much more efficiently that gets products on doorsteps much faster. They're able to do this because of their ability to store commonly bought products in their massive wareh... | ## Inspiration
Because of covid-19 and the holiday season, we are getting increasingly guilty over the carbon footprint caused by our online shopping. This is not a coincidence, Amazon along contributed over 55.17 million tonnes of CO2 in 2019 alone, the equivalent of 13 coal power plants.
We have seen many carbon fo... | ## Inspiration
Google reviews are a very valuable insight for any business, however we felt that given the usual amount of reviews per location, it might be too time consuming and inconvenient for many business owners to take full advantage of and understand their reviews. We decided to solve this issue by displaying ... | partial |
## Introduction / Problem Statement:
Before we get started with our pitch, who here has heard of Photoshop? Likely most people given it’s the most popular image editor in the world.
Who here knows how to use every single feature that Photoshop offers? Likely no one, and for a good reason. Any idea how long you think ... | The inspiration for "I'm Not Dead" is our common enjoyment of hiking. Our hack team members come from different backgrounds on the east coast. One of the biggest fears and dangers of hiking is getting stranded and helpless in an unfamiliar area. This application allows hikers of all skillsets to have the peace of mind ... | ## Inspiration
In online documentaries, we saw visually impaired individuals and their vision consisted of small apertures. We wanted to develop a product that would act as a remedy for this issue.
## What it does
When a button is pressed, a picture is taken of the user's current view. This picture is then analyzed ... | losing |
## Inspiration
We were inspired to make Anchor in hopes to promote positive, healthy mental and physical health. Being in the middle of the pandemic, we were also inspired to add virtual collaborative features to still encourage active living but in the safety of our homes.
## What it does
Anchor is a personal worko... | ## **CoLab** makes exercise fun.
In August 2020, **53%** of US adults reported that their mental health has been negatively impacted due to worry and stress over coronavirus. This is **significantly higher** than the 32% reported in March 2020.
That being said, there is no doubt that Coronavirus has heavily impacted ... | ## Inspiration
We got together a team passionate about social impact, and all the ideas we had kept going back to loneliness and isolation. We have all been in high pressure environments where mental health was not prioritized and we wanted to find a supportive and unobtrusive solution. After sharing some personal sto... | losing |
## Inspiration
Alan Liang from Oakland faced a terrifying reality during an emergency. “I called 911, and the experience was horrible. I was placed on hold for 10 to 15 minutes. It took nearly 20 minutes to speak to a dispatcher.” The average wait time for 911 calls in Oakland is 54 seconds, but in emergencies, even a... | ## Inspiration
In 2022 alone, the United States experienced 150 school shootings, following a staggering 240 incidents in 2021 and over 300 from 2010 to 2020. These tragedies have claimed countless innocent lives among students, teachers, and staff. During these horrific events, hiding students and teachers often stru... | ## Inspiration
The increasing frequency and severity of natural disasters such as wildfires, floods, and hurricanes have created a pressing need for reliable, real-time information. Families, NGOs, emergency first responders, and government agencies often struggle to access trustworthy updates quickly, leading to dela... | losing |
## Inspiration
Our inspiration for the creation of PlanIt came from the different social circles we spend
time in. It seemed like no matter the group of people, planning an event was always
cumbersome and there were too many little factors that made it annoying.
## What it does
PlanIt allows for quick and easy const... | Energy is the future. More and more, that future relies on community efforts toward sustainability, and often, the best form of accountability occurs within peer networks. That's why we built SolarTrack, a energy tracker app that allows Birksun users to connect and collaborate with like-minded members of their communit... | ## Why We Created **Here**
As college students, one question that we catch ourselves asking over and over again is – “Where are you studying today?” One of the most popular ways for students to coordinate is through texting. But messaging people individually can be time consuming and awkward for both the inviter and t... | partial |
## Inspiration
We were inspired by recent advances in deep learning, which allow you to transfer style from one picture, say a famous painting, to your own pictures. We wanted to add tight integration with Facebook to allow people to experience the magic of this new technology in as accessible a manner as possible.
#... | ## **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 ... | ## **Inspiration**
Every **1 in 5 Canadians** live with the pains of arthritis ([source](https://arthritis.ca/about-arthritis/what-is-arthritis/arthritis-facts-and-figures)), and approximately 1.7 billion people around the world live in muscular and skeletal pain ([source](https://www.who.int/news-room/fact-sheets/det... | partial |
## Inspiration
An abundance of qualified applicants lose their chance to secure their dream job simply because they are unable to effectively present their knowledge and skills when it comes to the interview. The transformation of interviews into the virtual format due to the Covid-19 pandemic has created many challen... | ## Inspiration
Many people feel unconfident, shy, and/or awkward doing interview speaking. It can be challenging for them to know how to improve and what aspects are key to better performance. With Talkology, they will be able to practice in a rather private setting while receiving relatively objective speaking feedba... | ## Inspiration
Many of us have a hard time preparing for interviews, presentations, and any other social situation. We wanted to sit down and have a real talk... with ourselves.
## What it does
The app will analyse your speech, hand gestures, and facial expressions and give you both real-time feedback as well as a c... | partial |
## Inspiration
Published results show that ‘only 8% of cancer patients enroll in cancer trials’ for reasons including cost, lack of accessibility and lack of flexibility.
## What it does
Delve serves to lower the barrier of entry for finding and participating in clinical trials and studies whilst providing trusted o... | ## Inspiration
Drug discovery is one of the largest and most significant markets for better improving the advent of human health. For today's most challenging and deadly diseases like cancer and neurodegenerative disorders, the cost of developing a drug has ballooned to 2 billion and failure rates have reached a 97% f... | disclaimer: we didn't have enough time during the video demo to talk about everything we made for our project and explain our idea in detail so here's a thick 📕 for you to read if you're interested oop!
## Inspiration 💡
While discussing the recent cold weather in Vancouver, our friend Ryan remarked that he was keep... | losing |
## Inspiration
Twitter has become an integral part of our lives. It has the power to influence political outcomes and organize landmark events. However, rather than being a community that allows for users to share ideas and learn from each other, radical individuals—who openly spread hatred and silence discourse—have ... | ## Inspiration
The inspiration came from the fact that modern democracy is flawed. Unfortunately, government lobbying, voter discrimination, misdirection, and undelivered promises are commonplace in democracies worldwide. This led to declining voter trust and less participation by the public during key moments that ca... | ## Inspiration
Social media has been shown in studies that it thrives on emotional and moral content, particularly angry in nature. In similar studies, these types of posts have shown to have effects on people's well-being, mental health, and view of the world. We wanted to let people take control of their feed and ga... | partial |
## Inspiration
We thought, why entertain your pet, when you can get a robot to do it for you? We have seen offerings from many companies and have decided that they don't quite reach the mark in terms of appearances, these offerings are often very unalive, and uninspiring. We wanted to create an offering that resembled... | ## Inspiration
Roombas are a great way of cleaning your apartment while you're away from home. However, 80% of the time it sits in your closet all alone without any companionship or purpose, so we decided to give it more than one task. This project aims to solve the problem of user's desires for learning basic dance m... | ## Inspiration
We realized how visually-impaired people find it difficult to perceive the objects coming near to them, or when they are either out on road, or when they are inside a building. They encounter potholes and stairs and things get really hard for them. We decided to tackle the issue of accessibility to supp... | losing |
## Why MusicShift?
When you listen to music, it belongs to you & your friends. We want to make sure you feel that way about every song. Switching aux cords, settling for lackluster playlists, or attempting to plan a playlist in advance doesn't let that happen. Through MusicShift, we make sure that the best playlist is... | ## Inspiration
As students who listen to music to help with our productivity, we wanted to not only create a music sharing application but also a website to allow others to discover new music, all through where they are located. We were inspired by Pokemon-Go but wanted to create a similar implementation with music fo... | ## Inspiration
Hosts of social events/parties create their own music playlists and ultimately control the overall mood of the event. By giving attendees a platform to express their song preferences, more people end up feeling satisfied and content with the event.
## What it does
Shuffle allows hosts to share their e... | partial |
## Inspiration
I’ve struggled with disordered eating for a while now, but it’s always been pretty manageable for the most part. Maybe it was bad luck, maybe it was the pandemic wearing on me, but in January of 2021 it started becoming less manageable. Seeing a specialist helped, and so did the cognitive behavioral the... | ## Inspiration
Millions of young people, especially kids and teens, suffer from eating disorders, often feeling overwhelmed by the recovery process. Traditional recovery tools, such as calorie tracking, can further entrench unhealthy behaviours, and are often not suited for younger age groups. Inspired by the need to ... | ## 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... | losing |
## Inspiration
Genomic data is unique in that it is both incredibly personal and near impossible to change. Companies that store genomic data for analysis are vulnerable to data breaches, both traditional direct breaches and indirectly revealing insights into their data via the AI tools they develop.
## What it does
... | ## 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... | ## Inspiration
In a world where the voices of the minority are often not heard, technology must be adapted to fit the equitable needs of these groups. Picture the millions who live in a realm of silence, where for those who are deaf, you are constantly silenced and misinterpreted. Of the 50 million people in the Unite... | partial |
## Inspiration
The inspiration for our Auto-Teach project stemmed from the growing need to empower both educators and learners with a **self-directed and adaptive** learning environment. We were inspired by the potential to merge technology with education to create a platform that fosters **personalized learning exper... | ## Inspiration
We've noticed that many educators draw common structures on boards, just to erase them and redraw them in common ways to portray something. Imagine your CS teacher drawing an array to show you how bubble sort works, and erasing elements for every swap. This learning experience can be optimized with AI.
... | ## Inspiration
There are millions of people around the world who have a physical or learning disability which makes creating visual presentations extremely difficult. They may be visually impaired, suffer from ADHD or have disabilities like Parkinsons. For these people, being unable to create presentations isn’t just ... | partial |
*A dictionary is at the end for reference to biology terms.*
## Inspiration
We're at a hackathon right? So I thought, why stop at coding with 1s and 0s when we can code with A, T, G, and C? 🧬 Genetic engineering is a cornerstone of the modern world, whether its for agriculture, medicine, and more; but let's face it,... | ## Inspiration
One of my team members, Thor, was looking for citations for his psychology research paper while on the bus ride up from SoCal. He had a psychology paper due and as he scrambled to finish the assignment, he struggled to find articles to cite due to the fragmented landscape of paywalled academic journals ... | ## Inspiration
Large Language Models (LLMs) are limited by a token cap, making it difficult for them to process large contexts, such as entire codebases. We wanted to overcome this limitation and provide a solution that enables LLMs to handle extensive projects more efficiently.
## What it does
LLM Pro Max intellige... | partial |
## 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
Vision—our most dominant sense—plays a critical role in every faucet and stage in our lives. Over 40 million people worldwide (and increasing) struggle with blindness and 20% of those over 85 experience permanent vision loss. In a world catered to the visually-abled, developing assistive technologies to... | ## Inspiration
Integration for patients into society: why can't it be achieved? This is due to the lack of attempts to combine medical solutions and the perspectives of patients in daily use. More specifically, we notice fields in aid to visual disabilities lack efficiency, as the most common option for patients with ... | winning |
## Inspiration
Depository Repository is an Airbnb style app that allows users to rent space from each other.
## How we built it
Depository Repository is made of 3 separate components: a phone app, its backend, and its security camera. The security camera ran on the DragonBoard 410c and python. The app is made entire... | ## Inspiration
Moving out of residence is a tedious part for students. Why? Because we own a bunch of stuffs we no longer need and we don't know where or how to donate them. That is why our team create an app that students can share their food, shampoo, chair,.. anything to the others.
## What it does
An individual ... | ## 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 ... | losing |
## 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
Bullying is an issue prevalent worldwide - regardless of race, age or gender. Having seen it up close in our daily school lives, yet having done nothing about it, we decided to take a stand and try to tackle this issue using the skills at our disposal. We don't believe that bullies always deserve punish... | ## Inspiration 💡
We embarked on this project with the goal to create a platform to ease and improve teaching from elementary to high school. The inspiration stemmed from Liam's relatives who work in education and shared their struggle to keep track of their students' performances. We saw an opportunity to ameliorate ... | partial |
## 💡 Inspiration
* Typically, AI applications assist users through a request/response fashion, where users ask a question, and the AI provides an answer. However, I wanted to create an experience where the **user becomes the AI**.
* The idea for Speaktree AI was born from a desire to help people improve their public ... | ## Inspiration
Availability of very expensive and high-quality VR equipment and the realization that this could be used to help disabled or immobilized people experience a realistic simulation.
## Main Features
The high-level purpose of our system is to allow disabled or immobilized users to take advantage of virtua... | ## Inspiration
<https://www.youtube.com/watch?v=lxuOxQzDN3Y>
Robbie's story stuck out to me at the endless limitations of technology. He was diagnosed with muscular dystrophy which prevented him from having full control of his arms and legs. He was gifted with a Google home that crafted his home into a voice controlle... | losing |
## Inspiration
On the bus ride to another hackathon, one of our teammates was trying to get some sleep, but was having trouble because of how complex and loud the sound of people in the bus was. This led to the idea that in sufficiently noisy environment, hearing could be just as descriptive and rich as seeing. Theref... | ## Inspiration
Our inspiration comes from the 217 million people in the world who have moderate to severe vision impairment, and 36 million people who are fully blind. In our modern society, with all its comforts, it is easy to forget that there are so many people who do not have the same luxuries as us. It is unthink... | ## Inspiration
Giving visually impaired people the opportunity to experience their surroundings like never before
## What it does
Essentially we attach a camera and sensor on to a hat, which when worn by the visually impaired person will allow them to recognize objects faster and sense obstructions at a certain dist... | partial |
## 🤔 Problem Statement
* 55 million people worldwide struggle to engage with their past memories effectively (World Health Organization) and 40% of us will experience some form of memory loss (Alzhiemer's Society of Canada). This widespread struggle with nostalgia emphasizes the critical need for user-friendly soluti... | ## Inspiration
A big problem that exists and is most prevalent in cancer is the idea that people developed these diseases and conditions but never get it checked up on, because no one knows that they have one of these diseases until it is too late. The whole spectrum of neurodegenerative diseases matches this phenomen... | ## Inspiration
2 days before flying to Hack the North, Darryl forgot his keys and spent the better part of an afternoon retracing his steps to find it- But what if there was a personal assistant that remembered everything for you? Memories should be made easier with the technologies we have today.
## What it does
A ... | partial |
## Inspiration
The Rasberry Pi 4 is a great cheap device for hacking. It's discrete yet powerful enough to run most hacking tools found on Kali Linux. For this hack, I wanted to test out how Aircrack-ng tools would work on the RPI4.
## What it does
The hack captures a 4-Way Handshake and uses it to initiate a brute ... | ## Inspiration
While waiting for the Hack the North bus after flying in from California, we ended up talking to ~10 other contestants. But during our bus ride, we realized that we'd forgotten almost everybody's name, and since we hadn't gotten their LinkedIns, we effectively had no way to stay in touch. Realizing that... | ## Inspiration
Ideas for interactions from:
* <http://paperprograms.org/>
* <http://dynamicland.org/>
but I wanted to go from the existing computer down, rather from the bottom up, and make something that was a twist on the existing desktop: Web browser, Terminal, chat apps, keyboard, windows.
## What it does
Maps ... | losing |
## Inspiration
It's lunchtime, you are looking for somewhere to go to eat so you open Yelp and look for recommendations. After scrolling through many pages, you are overwhelmed by the number of restaurants around you and can't decide where to eat so you end up going to the fast food restaurant you always go to. We've ... | ## Inspiration
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## Inspiration
Nicotine addiction is an epidemic that is taking the nation in millions due to the growing popularity of "E-Cigarettes." This has affected over 50 million people in the U.S. alone including our friends, family, and loved ones. 90% of these users started smoking before reaching 20 years old. Since the ou... | winning |
## Inspiration
One of our team members was in the evacuation warning zone for the raging California fires in the Bay Area just a few weeks ago. Part of their family's preparation for this disaster included the tiresome, tedious, time-sensitive process of listing every item in their house for insurance claims in the ev... | ## Inspiration
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## Inspiration
With the news of Hurricane Irma, Harvey, and the destructive wildfires ravaging western states, we learned that many people under crises situations have difficulty coordinating supplies and operating statuses of nearby stores and shelters. We decided that this would be a meaningful and realistic problem... | winning |
# meetNYU
A mobile app for NYU students to meet each other. | ## Inspiration
Modern meetup apps are too focused on "dating", we wanted to create an app that helps students in the city make new friends on campus. The app gets rid of stalling when it comes to time and place to meet, we implemented a location tracking for each person so that when they match, they can try to meet up... | ## Inspiration
Students often have a hard time finding complementary co-founders for their ventures/ideas and have limited interaction with students from other universities. Many universities don't even have entrepreneurship centers to help facilitate the matching of co-founders. Furthermore, it is hard to seek valida... | losing |
## Inspiration
We've noticed that many educators draw common structures on boards, just to erase them and redraw them in common ways to portray something. Imagine your CS teacher drawing an array to show you how bubble sort works, and erasing elements for every swap. This learning experience can be optimized with AI.
... | ## Inspiration
Many of us had class sessions in which the teacher pulled out whiteboards or chalkboards and used them as a tool for teaching. These made classes very interactive and engaging. With the switch to virtual teaching, class interactivity has been harder. Usually a teacher just shares their screen and talks,... | ## Inspiration
Every time I talk to someone about boardgames, a few games always skip my mind because there are just so many good games to keep track of! If only there was a convenient location where I could access all of the board games that I own or am interested in.
## What it does
Boardhoard allows you to access... | partial |
## Inspiration
No API? No problem! LLMs and AI have solidified the importance of text-based interaction -- APIcasso aims to harden this concept by simplifying the process of turning websites into structured APIs.
## What it does
APIcasso has two primary functionalities: ✌️
1. **Schema generation**: users provide a ... | ## Inspiration
Data analytics can be **extremely** time-consuming. We strove to create a tool utilizing modern AI technology to generate analysis such as trend recognition on user-uploaded datasets.The inspiration behind our product stemmed from the growing complexity and volume of data in today's digital age. As busi... | ## FLEX [Freelancing Linking Expertise Xchange]
## Inspiration
Freelancers deserve a platform where they can fully showcase their skills, without worrying about high fees or delayed payments. Companies need fast, reliable access to talent with specific expertise to complete jobs efficiently. "FLEX" bridges the gap, e... | partial |
## Inspiration
Ever had those long loading screens, you know, those ones where you can't use your screen? Well now you can play a lite game of guitar hero on your keyboard, while your game is loading!
## What it does
Keys travel and light up, your job is to press them following a sick beat. Get combos and watch the ... | ## Inspiration
Our initial hackathon idea was to do something with a game. We also realized that we all had a fond passion for music and that's when we thought to ourselves, why aren't there more games that play around with the background music? That's when we started to brainstorm ideas on how the game could interact... | ## Inspiration
Pianos are usually heavy and expensive, so a keyboard made from cheap and portable materials like paper can be very useful. That's why we came up with the paper piano idea. With a paper piano, it's natural to connect it to a computer and achieve multiple purposes like composing. While most composers rel... | losing |
## Inspiration
I was bored, sleep deprived, and sleeping in the most uncomfortable space on campus. Then it hit me, and I made it. Also the deadline. Yes.
## What it does
Basically, the AI scrapes web for good ways to pursue the hobby (just lingo & NPL), then according to the location query, looks up areas to pursue... | ## Inspiration
As a game developer, it's always been apparent that lighting up environments is both the most challenging and important aspect of making traditional immersive experiences. We wonder "is there a faster way"?
## What it does
MLuminate attempts to take the complex features of a scene (lights, player, obj... | ## Inspiration
### Many people struggle with research. We wanted to fix that. So we built something to provide a starting point for research on any topic, with the goal of being concise and informative.
## What it does
### It uses uipath to find the definition of almost any topic on Wikipedia to give the user a bit ... | losing |
## Inspiration
Ella, a 9 year old schoolgirl in London, England, recently died from respiratory failure. She lived with her family in an apartment above a heavily polluted road in south London, and suffered from three years of seizures and 27 visits to the hospital to treat her asthma attacks. At the time of her death... | 
## Inspiration
Our inspiration came from the growing concern over air pollution and its detrimental effects on individuals with respiratory conditions like asthma and allergies. Most available AQI d... | ## Problem Statement
As the number of the elderly population is constantly growing, there is an increasing demand for home care. In fact, the market for safety and security solutions in the healthcare sector is estimated to reach $40.1 billion by 2025.
The elderly, disabled, and vulnerable people face a constant risk ... | losing |
## Inspiration
MoodTunes was inspired by a deep understanding of the profound impact music has on emotions and mental well-being. We recognized the need to create a tool that could harness the therapeutic power of music to alleviate anxiety and promote relaxation. We were driven by the idea of making music a key compo... | ## Inspiration
Both of us are students who hope to enter the now deflated computer science market, and we shared similar experiences in the mass LeetCode grind. However, we also understood that simply completing LeetCode questions weren't enough; often, potential candidates are met with an unpleasant surprise when the... | ## Inspiration
What inspired us to build this application was spreading mental health awareness in relationship with the ongoing COVID-19 pandemic around the world. While it is easy to brush off signs of fatigue and emotional stress as just "being tired", often times, there is a deeper problem at the root of it. We de... | losing |
## Inspiration
In 2010, when Haiti was rocked by an earthquake that killed over 150,000 people, aid workers manned SMS help lines where victims could reach out for help. Even with the international humanitarian effort, there was not enough manpower to effectively handle the volume of communication. We set out to fix t... | ## 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
On average, an EMT can take 10 minutes to arrive at the scene of an emergency while incidents such as choking or heart attacks can turn fatal within 3 minutes. Those 10 minutes between the start of the emergency and when help arrives are vital in the patient's survival.
## What it does
Any surrounding... | winning |
## Inspiration
We take our inspiration from our everyday lives. As avid travellers, we often run into places with foreign languages and need help with translations. As avid learners, we're always eager to add more words to our bank of knowledge. As children of immigrant parents, we know how difficult it is to grasp a ... | ## Inspiration
Alex K's girlfriend Allie is a writer and loves to read, but has had trouble with reading for the last few years because of an eye tracking disorder. She now tends towards listening to audiobooks when possible, but misses the experience of reading a physical book.
Millions of other people also struggle... | ## Inspiration
It seems that I can never get things done. Managing life with ADHD is a constant battle, overwhelmed by scattered thoughts, unfinished tasks, and a mountain of procrastination. Struggling with time management and trying to keep up with daily responsibilities, I need more than my own mind to finish the t... | winning |
## Inspiration
Emergency situations can be extremely sudden and can seem paralyzing, especially for young children. In most cases, children from the ages of 4-10 are unaware of how to respond to a situation that requires contact with first responders, and what the most important information to communicate. In the case... | ## Inspiration
In times of disaster, the capacity of rigid networks like cell service and internet dramatically decreases at the same time demand increases as people try to get information and contact loved ones. This can lead to crippled telecom services which can significantly impact first responders in disaster str... | ## Inspiration
Learning how to communicate is one of the most critical life skills that a child needs to learn during their earliest stages of life. Additionally, monitoring a child's mental health, and providing the appropriate emotional support for a child in stressful situations are also crucial needs that parents ... | partial |
## Inspiration
Ordering delivery and eating out is a major aspect of our social lives. But when healthy eating and dieting comes into play it interferes with our ability to eat out and hangout with friends. With a wave of fitness hitting our generation as a storm we have to preserve our social relationships while allo... | ## Inspiration
A couple of weeks ago, 3 of us met up at a new Italian restaurant and we started going over the menu. It became very clear to us that there were a lot of options, but also a lot of them didn't match our dietary requirements. And so, we though of Easy Eats, a solution that analyzes the menu for you, to s... | ## Inspiration
At the start of the 2021 school year, we moved away from home, away from all the luxuries of living with our parents. We were thrown into the adult world where we had to manage personal finances and cook for ourselves, all without prior experience. As we budgeted our meals and bought bulk foods, we alwa... | winning |
## Inspiration
The inspiration for Skill Chain came from the desire to create a more efficient and serious job application process. We wanted to reduce spam and ensure that applicants are genuinely interested in the positions they apply for. The concept is similar to Tinder, but with a twist - it’s for job application... | ## Inspiration
The counterfeiting industry is anticipated to grow to $2.8 trillion in 2022 costing 5.4 million jobs. These counterfeiting operations push real producers to bankruptcy as cheaper knockoffs with unknown origins flood the market. In order to solve this issue we developed a blockchain powered service with ... | ## Problem Statement
How can we revolutionize waste management and recycling processes with a high-tech, user-friendly solution, reducing environmental impact and promoting sustainability?
In the current waste management landscape, sorting and recycling are often inefficient and labor-intensive. Many recyclable mater... | partial |
## Inspiration
I like looking at things. I do not enjoy bad quality videos . I do not enjoy waiting. My CPU is a lazy fool. He just lays there like a drunkard on new years eve. My poor router has a heart attack every other day so I can stream the latest Kylie Jenner video blog post, or has the kids these days call it,... | ## Inspiration
Inspired by a team member's desire to study through his courses by listening to his textbook readings recited by his favorite anime characters, functionality that does not exist on any app on the market, we realized that there was an opportunity to build a similar app that would bring about even deeper ... | ## Inspiration
In a world where technology's potential is often misused, we couldn't help but feel inspired to change the narrative. While scrolling through TikTok, we were struck by the realization that powerful innovations like deepfakes were being used in less-than-ideal ways. It was then that we decided to embark ... | winning |
## Inspiration
The world is going through totally different times today, and there is more need to give back and help each other during these uncertain times. Volassis was born during the COVID-19 pandemic when so much volunteering was happening but not a single system was available to enable and motivate individuals ... | ## Inspiration
It took us a while to think of an idea for this project- after a long day of zoom school, we sat down on Friday with very little motivation to do work. As we pushed through this lack of drive our friends in the other room would offer little encouragements to keep us going and we started to realize just ... | ## Inspiration
With multiple members of our team having been a part of environmental conservation initiatives and even running some of our own, an issue we have continually recognized is the difficulty in reaching out to community members that share the same vision. Outside of a school setting, it's difficult to easil... | partial |
## Inspiration
Most students know the feeling of being behind in classes, and Stanford really tries to help us out. We get both lecture slides and videos for many classes, but neither alone is sufficient. Lecture slides are useful for quick information look up, but are often too dense to interpret without explanation.... | ## Inspiration
Fully homomorphic computing is a hip new crypto trick that lets you compute on encrypted data. It's pretty wild, so I wanted to try something wild with it.
FHE has been getting getting super fast - boolean operations now only take tens of milliseconds, down from minutes or hours just a few years ago. M... | ## Inspiration
The whiteboard or chalkboard is an essential tool in instructional settings - to learn better, students need a way to directly transport code from a non-text medium to a more workable environment.
## What it does
Enables someone to take a picture of handwritten or printed text converts it directly to ... | partial |
## Inspiration
The inspiration for TranslatAR comes from the desire to understand different languages in order to better connect with people around the world and wanting to implement AR into our application for a complete interactive experience. Learning a new language can be extremely difficult and nowadays people ar... | ## Inspiration
Languages are hard to learn and pronunciation is often especially difficult, which all of us had experienced first-hand. We decided to create a real-time augmented reality language learning game called Ceci ("this" in French, pronounced as say-see).
## What it does
Ceci quizzes the user on the vocabul... | ## AI, AI, AI...
The number of projects using LLMs has skyrocketed with the wave of artificial intelligence. But what if you *were* the AI, tasked with fulfilling countless orders and managing requests in real time? Welcome to chatgpME, a fast-paced, chaotic game where you step into the role of an AI who has to juggle... | losing |
## Inspiration
No one likes waiting in line for things, especially for medically related issues. For many, walk-ins have a tremendously long wait time and for some, calling can seem daunting. That is why we created Schedule Cloud. With Schedule Cloud, a client is able to see a doctor's available schedule live, and boo... | ## Inspiration
It has been rough. We are not allowed to see friends and family and we are forced to stay home. Compromises had to be made to keep others safe. We believe quality healthcare should not be one of the compromises. So we built an app that allows patients to directly contact doctors to get prescriptions. It... | ## Inspiration
As University of Waterloo students who are constantly moving in and out of many locations, as well as constantly changing roommates, there are many times when we discovered friction or difficulty in communicating with each other to get stuff done around the house.
## What it does
Our platform allows r... | losing |
## Inspiration
We admired the convenience Honey provides for finding coupon codes. We wanted to apply the same concept except towards making more sustainable purchases online.
## What it does
Recommends sustainable and local business alternatives when shopping online.
## How we built it
Front-end was built with Re... | ## Inspiration
The inspiration for our project stems from the increasing trend of online shopping and the declining foot traffic in physical stores. Our goal was to provide a unique and engaging experience for customers, encouraging them to visit physical stores and rediscover the joy of in-person shopping. We wanted ... | ## Inspiration
The fashion industry is responsible for 10% of all annual global carbon emissions, roughly 2.7 billion tons a year. This is more than all international flights and maritime shipping combined! Nowadays, companies promote purchasing products, but this extension helps users take a step back from consumeris... | winning |
## Inspiration
No one likes waiting around too much, especially when we feel we need immediate attention. 95% of people in hospital waiting rooms tend to get frustrated over waiting times and uncertainty. And this problem affects around 60 million people every year, just in the US. We would like to alleviate this prob... | ## 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 ... | ## Inspiration
Around 1 in 5, British Columbians do not have a family doctor. That is about 1 million people. Not only is it difficult to find a family doctor, but it can also be difficult to find a doctor that can speak your native language if English isn’t your first language. Especially when medical jargon is intro... | partial |
## Inspiration
We as a team shared the same interest in knowing more about Machine Learning and its applications. upon looking at the challenges available, we were immediately drawn to the innovation factory and their challenges, and thought of potential projects revolving around that category. We started brainstormin... | ## Inspiration
We were heavily focused on the machine learning aspect and realized that we lacked any datasets which could be used to train a model. So we tried to figure out what kind of activity which might impact insurance rates that we could also collect data for right from the equipment which we had.
## What it ... | ## Inspiration
Raymond was a business student and saw a necessity for small businesses to adapt to the pandemic. With the help of Kelly and Kyle, we sought to fill the online needs of struggling businesses by creating a webapp to streamline online sales.
## What it does
We created a webapp that can demonstrate the p... | winning |
## Inspiration
Inspired by the MIT Reuse mailing list, which is rather chaotic and unorganized.
## What it does
* Allows users to create public listings of items they are giving away
* Allows users to mark items as taken
* Displays all available listings on a map
* Auto archives old listings
* Looks good on all scre... | ## Inspiration
As a student at university, after first year it is very difficult to find all the information you need to find off campus living, we wanted to solve this problem to help students find the information that they need. There is no central website or collection of information that exists that can aid studen... | ## 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. | losing |
## Overview
AOFS is an automatic sanitization robot that navigates around spaces, detecting doorknobs using a custom trained machine-learning algorithm and sanitizing them using antibacterial agent.
## Inspiration
It is known that in hospitals and other public areas, infections spread via our hands. Door handles, in... | ## Inspiration
Given the current state of events, we were inspired to create a device that was able to mitigate the transfer of bacteria through commonly touched surfaces, as well as provide a more efficient method of keeping track of the number of people entering or exiting a room for health and safety purposes. Due ... | ## Inspiration
Every year roughly 25% of recyclable material is not able to be recycled due to contamination. We set out to reduce the amount of things that are needlessly sent to the landfill by reducing how much people put the wrong things into recycling bins (i.e. no coffee cups).
## What it does
This project is ... | partial |
## Inspiration
The inspiration for Green Cart is to support local farmers by connecting them directly to consumers for fresh and nutritious produce. The goal is to promote community support for farmers and encourage people to eat fresh and locally sourced food.
## What it does
GreenCart is a webapp that connects loc... | ## Inspiration
Let’s face it: getting your groceries is hard. As students, we’re constantly looking for food that is healthy, convenient, and cheap. With so many choices for where to shop and what to get, it’s hard to find the best way to get your groceries. Our product makes it easy. It helps you plan your grocery tr... | ## Inspiration
We've all had to fill out paperwork going to a new doctor before: it's a pain, and it's information we've already written down for other doctors a million times before. Our health information ends up all over the place, not only making it difficult for us, but making it difficult for researchers to find... | partial |
## Inspiration
Some of the topics that we first explored were meditation, mindfulness, and gratefulness. We wanted to create a way for people to help themselves. This approach would allow for a completely personal guide based on the user’s past experience. Overall, our project inspiration comes from the hope to make u... | ## Inspiration:
*This project was inspired by the idea of growth mindset. We all live busy lives and face obstacles everyday but in the face of a difficult situation we can either rise to the occasion or let our obstacles win.*
## What it does
*Through the use of Google NLP, our app runs analysis on the users text i... | ## 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... | losing |
## Inspiration
One of the greatest challenges facing our society today is food waste. From an environmental perspective, Canadians waste about *183 kilograms of solid food* per person, per year. This amounts to more than six million tonnes of food a year, wasted. From an economic perspective, this amounts to *31 billi... | ## Inspiration
As college students more accustomed to having meals prepared by someone else than doing so ourselves, we are not the best at keeping track of ingredients’ expiration dates. As a consequence, money is wasted and food waste is produced, thereby discounting the financially advantageous aspect of cooking an... | ## Inspiration
Food-waste has been determined as one of the biggest contributors to a greenhouse gas, methane, which has 21 more times global warming potential than carbon dioxide. Each year, around $31 billion of food are wasted every year in Canada, which about half of these wastes are produced at households. And so... | winning |
## 💡 Inspiration💡
Our team is saddened by the fact that so many people think that COVID-19 is obsolete when the virus is still very much relevant and impactful to us. We recognize that there are still a lot of people around the world that are quarantining—which can be a very depressing situation to be in. We wanted ... | ## Inspiration
We got together a team passionate about social impact, and all the ideas we had kept going back to loneliness and isolation. We have all been in high pressure environments where mental health was not prioritized and we wanted to find a supportive and unobtrusive solution. After sharing some personal sto... | ## Inspiration
The purchase of goods has changed drastically over the past decade, especially over the period of the pandemic. Although with these online purchases comes a drawback, the buyer can not see the product in front of them before buying it. This adds an element of uncertainty and undesirability to online sho... | winning |
## Inspiration
To go with this year’s UofTHacks theme “connectivity” and TELUS’s advocation of using technology to improve mental health, we created a timeless space for participants to care for themselves.
## What it does
Fort Awesome: Welcome to the Communitea manages records of tea-drinking experiences. As more t... | ## 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
With apps like DuoLingo, most people have no problem spending time to learn a new language, but few people know sign language. We are a team of Western students looking to break down communication barriers by making sign language everyone's next interactive challenge.
## What it does
We use scikit-lea... | losing |
## 💡 Inspiration
>
> #hackathon-help-channel
> `<hacker>` Can a mentor help us with flask and Python? We're stuck on how to host our project.
>
>
>
How many times have you created an epic web app for a hackathon but couldn't deploy it to show publicly? At my first hackathon, my team worked hard on a Django + React a... | ## Inspiration
An Article, about 86 per cent of Canada's plastic waste ends up in landfill, a big part due to Bad Sorting. We thought it shouldn't be impossible to build a prototype for a Smart bin.
## What it does
The Smart bin is able, using Object detection, to sort Plastic, Glass, Metal, and Paper
We see all ar... | ## Inspiration
Humans have an inherent desire for beauty, seeking to create both beautiful objects and experiences. As our lives become increasingly digital, the importance of crafting seamless experiences online grows. Consequently, graphic and web design are becoming ever more important. Despite the availability of ... | winning |
## Inspiration
Patients with this condition have a difficult time eating with regular utensils and the current products on the market are very expensive. This device provides the service to the user at a much more affordable price.
## What it does
This device uses the gyroscopic sensor and accelerometer to dictate t... | ## Inspiration
This generation of technological innovation and human factor design focuses heavily on designing for individuals with disabilities. As such, the inspiration for our project was an application of object detection (Darknet YOLOv3) for visually impaired individuals. This user group in particular has limite... | ## 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... | losing |
## Inspiration
Walking is a sustainable and effective form of transit whose popularity is negatively impacted by perceived concerns about boredom and safety. People who are choosing between multiple forms of transit might not select walking due to these issues. Our goal was to create a solution that would make walking... | ## Inspiration
The vicarious experiences of friends, and some of our own, immediately made clear the potential benefit to public safety the City of London’s dataset provides. We felt inspired to use our skills to make more accessible, this data, to improve confidence for those travelling alone at night.
## What it do... | ## 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... | partial |
## Inspiration
We are tired of being forgotten and not recognized by others for our accomplishments. We built a software and platform that helps others get to know each other better and in a faster way, using technology to bring the world together.
## What it does
Face Konnex identifies people and helps the user ide... | ## 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... | ## Inspiration
According to a 2015 study in the American Journal of Infection Control, people touch their faces more than 20 times an hour on average. More concerningly, about 44% of the time involves contact with mucous membranes (e.g. eyes, nose, mouth).
With the onset of the COVID-19 pandemic ravaging our populati... | winning |
## Inspiration
Want to take advantage of the AR and object detection technologies to help people to gain safer walking experiences and communicate distance information to help people with visual loss navigate.
## What it does
Augment the world with the beeping sounds that change depending on your proximity towards o... | ## Inspiration
In the work from home era, many are missing the social aspect of in-person work. And what time of the workday most provided that social interaction? The lunch break. culina aims to bring back the social aspect to work from home lunches. Furthermore, it helps users reduce their food waste by encouraging ... | ## Inspiration
* Whenever I have a pain in the chest, leg or arm, I never know what to think or what to look up. It would be quite unnecessary to look up leg pain, that is so vague. And I am not able to name each part of my leg. There had to be a better way to asses that. After all, there are only 2 in 3,000 people th... | winning |
## Inspiration
The biggest question asked in the resale of any item of value used to be about condition, functionality, and other tangibles. But now, in a world where counterfeits are so hard to spot and brand value reigns supreme, the single most important question has become “is it real?” As unfortunate as it is, wi... | ## Inspiration
With the rise of AI-generated content and DeepFakes, it's hard for people to identify what's real and what's fake. This leads to fake news and abuse. After seeing the launch of OpenAI's Sora model this week, we decided to build a solution to verify whether an image is real or AI-generated.
## What it d... | ## Inspiration
As NFTs are exploding onto the scene in 2021, those unfamiliar with the technology behind them are left wondering why. We have been hearing about how Jack Dorsey sold an NFT of his first-ever tweet for over $2.9M or about Dapper Lab’s NBA Top Shot selling NFTs of NBA season moments for incredible amount... | partial |
## Inspiration
For three out of four of us, cryptocurrency, Web3, and NFTs were uncharted territory. With the continuous growth within the space, our team decided we wanted to learn more about the field this weekend.
An ongoing trend we noticed when talking to others at Hack the North was that many others lacked know... | ## Inspiration
We noticed that UW has been providing menstrual products in bathrooms across campus. However, off-campus, emergencies still arise. Along with the healthcare system being overwhelmed and ambulance times being delayed, MedNow weaponizes location data to help deal with emergencies. Whether you need a menst... | # 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... | losing |
## Inspiration
Our goal from the beginning was to solve a **real world problem**, but we didn't know where to begin. We started by asking our mentors for advice. It was during a conversation with an RBC mentor that we learned about the problem of credit card fraud. It looked like a problem we could solve using an adap... | ## Inspiration
Compiled C and C++ binaries compose a large portion of the software vulnerabilities present in today's server and commercial codebase. Oftentimes, these vulnerabilities can be detected and prevented by static analysis algorithms, such as the CLang static analyzer. However, with ever increasing complexit... | ## Inspiration
Fraud is a crime that can impact any Canadian, regardless of their education, age or income.
From January 2014 to December 2017, Canadians lost more than $405 million to fraudsters. ~ [Statistic Info](https://www.competitionbureau.gc.ca/eic/site/cb-bc.nsf/eng/04334.html)
We wanted to develop technology... | losing |
## Inspiration
The project is an **educational learning app** designed to teach English through a **structured roadmap**, particularly targeting **youth and students with *learning disabilities*.** It breaks down English learning into multiple levels, starting from the basics like alphabets and progressing to reading ... | ## Inspiration
We found that even there are so many resources to learn to code, but all of them fall into one of two categories: they are either in a generic course and grade structure, or are oversimplified to fit a high-level mould. We thought the ideal learning environment would be an interactive experience where p... | ## Inspiration
Our team’s mission is to build a tool that alleviates stress on Canadians during the hefty tax season.
With Canadians spending over 7 hours to complete their tax returns and over $5 billion dollars to cover personal income compliance costs, we decided to come up with a solution to help Canadians save t... | losing |
## Inspiration
We are a team of goofy engineers and we love making people laugh. As Western students (and a stray Waterloo engineer), we believe it's important to have a good time. We wanted to make this game to give people a reason to make funny faces more often.
## What it does
We use OpenCV to analyze webcam inpu... | ## 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
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
Many Universities have offices like [The Office of Career Consulting](https://www.vpul.upenn.edu/careerservices/) here at UPenn, yet these resources are often criminally under-maintained and underused. Meanwhile, students and job-seekers across the country are unsure about the industry standard - what s... | ## Inspiration
Have you ever had a brain fart in the middle of an interview? The interviewer asks a straightforward question, and you forget everything you've ever learned and all the details about your experiences.
Because we all have.
We wanted to solve this issue with Premove.ai, a tool to help you be your best i... | ## Inspiration
We know the struggles of students. Trying to get to that one class across campus in time. Deciding what to make for dinner. But there was one that stuck out to all of us: finding a study spot on campus. There have been countless times when we wander around Mills or Thode looking for a free space to stud... | losing |
## Inspiration
With everything being done virtually these days, including this hackathon, we spend a lot of time at our desks and behind screens. It's more important now than ever before to take breaks from time to time, but it's easy to get lost in our activities. Studies show that breaks increases over overall energ... | ## Inspiration
We realized how visually-impaired people find it difficult to perceive the objects coming near to them, or when they are either out on road, or when they are inside a building. They encounter potholes and stairs and things get really hard for them. We decided to tackle the issue of accessibility to supp... | ## Inspiration:
The inspiration for RehabiliNation comes from a mixture of our love for gaming, and our personal experiences regarding researching and working with those who have physical and mental disabilities.
## What it does:
Provides an accessible gaming experience for people with physical disabilities and moti... | winning |
# FarSight Safety
Features
\*Over Extension Indicator
\*Struggle Detector
\*Person Detector
\*Fall Detector
\*Email Notification
\*GPS Location
Made with an Arduino as a sensor hub. The Arduino then sends alerts as it detects them over serial communications to the Raspberry Pi. The Pi acts as our main microcomputer a... | Check it out at <https://junto.verafy.me>
## Inspiration
In recent news, many immigrant families have been torn apart by the ICE as the government attempts to crack down on illegal immigration. This often results in long term separation or even indefinite separation of the parents and children, since the parents, man... | ## Inspiration
This project was inspired by the Professional Engineering course taken by all first year engineering students at McMaster University (1P03). The final project for the course was to design a solution to a problem of your choice that was given by St. Peter's Residence at Chedoke, a long term residence car... | partial |
## Inspiration
The inspiration for our auto-scheduling project emerged from the **increased need for automated and personalized recommendations** in travel planning tools. We recognized that multi-agent LLMs hold immense potential to tackle complex tasks such as **personalized scheduling**. This potential drove our te... | # Things2Do
Minimize time spent planning and maximize having fun with Things2Do!
## Inspiration
The idea for Things2Do came from the difficulties that we experienced when planning events with friends. Planning events often involve venue selection which can be a time-consuming, tedious process. Our search for solutio... | ## Inspiration
One In every 250 people suffer from cerebral palsy, where the affected person cannot move a limb properly, And thus require constant care throughout their lifetimes. To ease their way of living, we have made this project, 'para-pal'.
The inspiration for this idea was blended with a number of research p... | partial |
## Inspiration
As students of zoom university, we first hand understand the pain of visualizing tonnes of information from the lectures and textbooks. To stop this uncountable amount of rewatching lectures, we created Map your mind to convert text into mind-maps that summarize key concepts and graphically show their c... | ## What inspired us:
The pandemic has changed the university norm to being primarily all online courses, increasing our usage and dependency on textbooks and course notes. Since we are all computer science students, we have many math courses with several definitions and theorems to memorize. When listening to a profes... | ## Inspiration
It may have been the last day before an important exam, the first day at your job, or the start of your ambitious journey of learning a new language, where you were frustrated at the lack of engaging programming tutorials. It was impossible to get their "basics" down, as well as stay focused due to the ... | losing |
## Inspiration
We wanted to make a natural language processing app that inferred sentiment from vocal performance, while incorporating all of this within a game.
## What it does
You can upload a YouTube video that will be parsed into text, and then challenge friends to make a rendition of what the text entails. Live... | ## Inspiration
We wanted to solve a problem that was real for us, something that we could get value out of. We decided upon Vocally as it solves an issue faced by a lot of people during job interviews, presentations, and other occasions which include speaking in a clear and concise manner. The problem was that it take... | ## Inspiration
Both chronic pain disorders and opioid misuse are on the rise, and the two are even more related than you might think -- over 60% of people who misused prescription opioids did so for the purpose of pain relief. Despite the adoption of PDMPs (Prescription Drug Monitoring Programs) in 49 states, the US s... | losing |
# 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... | ## What it does
XEN SPACE is an interactive web-based game that incorporates emotion recognition technology and the Leap motion controller to create an immersive emotional experience that will pave the way for the future gaming industry.
# How we built it
We built it using three.js, Leap Motion Controller for contro... | ## Inspiration
A major problem when it comes to finances for students is maintaining their budgets. Saving receipts and budgeting manually can be quite burdensome. Additionally, this process is quite inefficient. That is why we wanted to create a program where people can easily scan their receipts and our program woul... | winning |
## Inspiration
We wanted to reduce global carbon footprint and pollution by optimizing waste management. 2019 was an incredible year for all environmental activities. We were inspired by the acts of 17-year old Greta Thunberg and how those acts created huge ripple effects across the world. With this passion for a gree... | ## What it does
MemoryLane is an app designed to support individuals coping with dementia by aiding in the recall of daily tasks, medication schedules, and essential dates.
The app personalizes memories through its reminisce panel, providing a contextualized experience for users. Additionally, MemoryLane ensures time... | ## Lejr
**Introduction**
A web application that allows you to track how much money your friends owe you, and after your friend accepts your request of paying you back, the app will directly deposit the money into your bank account.
**How we did it**
We built the website using Interac's Public API and MongoDB hosted... | winning |
## 💡 Inspiration
>
> #hackathon-help-channel
> `<hacker>` Can a mentor help us with flask and Python? We're stuck on how to host our project.
>
>
>
How many times have you created an epic web app for a hackathon but couldn't deploy it to show publicly? At my first hackathon, my team worked hard on a Django + React a... | ## Inspiration
We saw that lots of people were looking for a team to work with for this hackathon, so we wanted to find a solution
## What it does
I helps developers find projects to work, and helps project leaders find group members.
By using the data from Github commits, it can determine what kind of projects a pe... | >
> 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 a kid, I loved going on school field trips and learning about the animals around me. With many schools being closed, I wanted to provide an educational experience at home. This way, students can travel and learn about animals from the comfort of their living room!
## What it does
In Animal Adventur... | ## Inspiration
After hours and hours of coding, we just wanted to get our groove on! It's hard having to run on a treadmill for what seems like forever, but once you get your groove on, time just passes by and those calories get a burnin'!
## What it does
This is an AR game. The objective of the game is to shoot "go... | ## Inspiration
Social media today is focused on connecting users who share similar friend circles and interests. The recommendations that show up on users' feeds are geared towards their current beliefs, leading to increasingly polarized iterations of the information in the hopes of keeping them online for extended pe... | losing |
## Inspiration
We wanted to create a game during to ease the boredom of quarantine, so we developed a text-based endless dungeon crawler.
## What it does
Dungeon dwellers is a dungeon crawling game wherein you fight your way up an endless dungeon against monsters to find better gear and level up.
## How we built it... | ## Inspiration
Myself and my partner were feeling nostalgic and wanted to give a shot at recreating and old-style rpg top-down game, similar to games like the Legend of Zelda. We started planning it out, and after not too long, we were off to the races!
## What it does
Bringing our programming and graphical experien... | ## Inspiration
After seeing the breakout success that was Pokemon Go, my partner and I were motivated to create our own game that was heavily tied to physical locations in the real-world.
## What it does
Our game is supported on every device that has a modern web browser, absolutely no installation required. You wal... | losing |
## Inspiration
We were trying for an IM cross MS paint experience, and we think it looks like that.
## What it does
Users can create conversations with other users by putting a list of comma-separated usernames in the To field.
## How we built it
We used Node JS combined with the Express.js web framework, Jade for... | ## 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... | ## Inspiration
The idea for journo came from a shower thought to create a journaling app that utilized the latest advancements in AI technology. We wanted to create an app that would not only allow users to journal their thoughts and experiences, but also provide them with personalized suggestions and insights based o... | winning |
## Inspiration
College students are busy, juggling classes, research, extracurriculars and more. On top of that, creating a todo list and schedule can be overwhelming and stressful. Personally, we used Google Keep and Google Calendar to manage our tasks, but these tools require constant maintenance and force the sched... | ## Inspiration
Our inspiration for this project was our experience as students. We believe students need more a digestible feed when it comes to due dates. Having to manually plan for homework, projects, and exams can be annoying and time consuming. StudyHedge is here to lift the scheduling burden off your shoulders!
... | ## Inspiration
As full-time college students who are also working part-time, it is a daily struggle to keep up with our schedule organized while managing our academic assignments and personal responsibilities. The demands of our schedule often lead us to prioritize tasks over essential self-care. To help college stude... | winning |
## Inspiration
Enabling Accessible Transportation for Those with Disabilities
AccessRide is a cutting-edge website created to transform the transportation experience for those with impairments. We want to offer a welcoming, trustworthy, and accommodating ride-hailing service that is suited to the particular requiremen... | ## 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... | ## Inspiration
Imagine you are attending a friend’s event and you don’t have a ride to and from the event. The first solution that comes to mind is Uber or Lyft. But what if there was a more economical, eco-friendly solution? That’s exactly what we created at RiDir.
## What it does
RiDir is a simple solution that al... | winning |
## Inspiration
As international students in the United States, we've faced the daunting challenge of navigating an unfamiliar and complex healthcare system. Far from home and family, we've experienced firsthand how expensive and difficult it can be to access proper healthcare. This struggle inspired us to create Vital... | ## Inspiration
We were inspired by several issues users addressed within the healthcare industries and our own current experiences. By browsing through current news and statistics in the healthcare sector, as well as the push towards remote options after the pandemic, we found that there is a lack of remote connectivi... | ## 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
How much carbon does farming really sequester ? This is one question that inspired us to create this solution. With rising interest of governments around the world to start taxing farmers for their emissions, we wanted to find a way to calculate them.
## What it does
A drone with a variety of sensors ... | ## 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'
With the rise of IoT devices and the backbone support of the emerging 5G technology, BVLOS drone flights are becoming more readily available. According to CBInsights, Gartner, IBISworld, this US$3.34B market has the potential for growth and innovation.
## What it does
**Reconnaissance drone software ... | winning |
## 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... | ## 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... | ## Inspiration
Coach.me was born from a mission to make fitness training inclusive for all, leveraging AI and computer vision. Our aim is to bring personalized exercise feedback to everyone, fostering a friendly and accessible approach to fitness, while also helping users refine their form to prevent injuries.
## Wha... | winning |
## Inspiration
We were inspired by the instability and corruption of many developing governments and wanted to provide more transparency for citizens. The immutability and decentralization of IPFS seemed like the perfect tool for this problem. We further developed this idea into a framework for conducting government a... | ## Inspiration
To introduce the most impartial and ensured form of voting submission in response to controversial democratic electoral polling following the 2018 US midterm elections. This event involved several encircling clauses of doubt and questioned authenticity of results by citizen voters. This propelled the id... | ## Inspiration
While the use cases for web3 expand every day from healthcare to polling systems, we wanted to explore the implementation of web3 in the entertainment sector. As the world of cryptocurrency expands, people would want to play games using crypto and win crypto.
## What it does
The user gets to draw a pi... | winning |
## Inspiration
Having struggled with depression in the past, we wanted to build a tool that could help people in that situation detect it early and give them the tools they need to get healthy again.
## What it does
Our Chrome extension uses Lexalytics' Semantria API to detect when our users have a bad day, and bomb... | # 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
We decided to build this project after noticing the increasing number of phishing and spam calls that the elderly and other individuals experience. Many people are unassuming to the tactics used by spam callers, and easily give away information like credit card numbers, social security numbers and perso... | partial |
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