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HackWinnerDB

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167 winning projects · 126 hackathons · 20242026 · framework

Frequently paired with

Best Use of Machine Learning

Advanced NN for Brain Tumor Det. & Classification Using MRI

AI-powered system for automatic brain tumor detection, segmentation, and classification from MRI scans with explainable results.

ML Empowerment Build Challenge · 2026

Artificial IntelligenceEducation
FlaskOpenCVPythonPyTorch
Source pending review
[MLH] Best Use of Vultr

AIRA - Adaptive Inhalation Risk Assessor

Medicine has always relied on careful listening. AIRA is a low cost breathing monitor that detects irregular breathing in real time and gives voice alerts to ma

WEHack 2026 · 2026

HealthcareAccessibility
ArduinoElevenLabsFlaskPython
Source pending review
[MLH] Best Use of ElevenLabs

ARSmartBeats (DJ MKA)

Augmented Reality DJ

Grizzhacks 8 · 2026

Artificial IntelligenceEducation
FlaskPython
Source pending review
Best use of Embedded Systems

Better Bike

Bike better through intelligent route optimisation driven by real user feedback.

Bath Hack 2026 · 2026

EducationGaming
ArduinoFlaskPython
Source pending review
Best Overall Hack: Hotlemon Large Bluetooth Speaker

Bridge Communications Co

Empowering Neurodivergent Communication

HackTCNJ 2026 · 2026

Social Impact
ElevenLabsFlaskGeminiJavaScript+2
Source pending review
WiC: Best Women and Gender

BuddyUp @ RIT

Feeling nervous going to a new club meeting on campus? It can be scary going alone! What if you were specifically paired with someone of that group to feel more

WiCHacks '26 · 2026

EducationSocial Impact
FlaskGeminiPython
Source pending review
Most Sustainable

Cart Flip

Think Twice, Buy Wise

Witathon 2026 · 2026

Other
FlaskJavaScriptPython
Source pending review
Best UI/UX

catFish: A Moodle Assignments Exporter

Tired of manually adding your assignments to your personal calendar each semester? We were too. Now you can do it in just 3 easy steps, no download required!

Grizzhacks 8 · 2026

Artificial IntelligenceEducation
FlaskJavaScriptPythonReact
Source pending review
Best Overall

choreo. (Table 10.2)

choreo. uses computer vision and a Google's Gemini AI to automatically break down any dance routine into step-by-step tutorials for you to become a better dance

BeachHacks 9.0 · 2026

Artificial IntelligenceFinTech
FlaskOpenCVPythonReact+1
Source pending review
Most innovative use of Arduino UNO Q Board – Qualcomm

Cibatus

When your screen time grows, your plant knows. The screen time tracking app that has real world consequences. Give your brain, and your garden, the nutrients th

IrvineHacks 2026 · 2026

Other
ArduinoFigmaFlaskPostgreSQL+2
Source pending review
Best AI/ML Hack

Clair

Patients shouldn't have to be the memory of their hospital. We turn spoken updates into a shared record every clinician can inherit.

HackDavis 2026 · 2026

Social Impact
FlaskPostgreSQLPythonReact+2
Source pending review
Best Use of DigitalOcean

Coach Tide

Learn any movement from a video.

FullyHacks 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFlaskGeminiMongoDB+3
Source pending review
Best Beginner Hack

Coralink

Track coral health through smart image analysis.

FullyHacks 2026 · 2026

Artificial IntelligenceHealthcare
FlaskPythonReactTensorFlow
Source pending review
Best Use of the Google Gemini API

Doctor Grandma Guide

Doctor Grandma Apothecary is a modern AI‑powered web app with a traditional apothecary aesthetic. It provides instant, personalized wellness insights.

Hack Days in Bhopal 2.0 · 2026

Artificial IntelligenceHealthcare
FlaskJavaScriptPython
Source pending review
EC
Best Use of ElevenLabs

EcoFlight AI: fly smarter, burn less, leave no contrails.

Our AI reroutes flights in real time dodging contrail-forming ice layers, riding jet streams to cut fuel by 3% & total climate impact by 2.6%. Because the short

HackNewHaven 2026 · 2026

Artificial IntelligenceEducation
FlaskJavaScriptPython
Source pending review
Best Sustainable Hack

EcoScape

Design your garden and see its ecological impact and sustainability.

IrvineHacks 2026 · 2026

SustainabilityCreative Tools
FlaskOpenAIPythonReact
Source pending review
MLH || Best Use of Gen AI || Assorted Prizes

FishFinder

FishFinder is a resource to allow the community to access up to date, globally accurate info about endangered fish populations. Our goal is to spread awareness

MasseyHacks XII · 2026

Education
FlaskPython
Source pending review
Best Sustainability Hack

Frame a Farm

Frame-A-Farm turns your phone's camera feed into a smart, analyzed plant layout plan, instantly analyzing soil type to recommend the best crops using real-time

JAMHacks 10 · 2026

Artificial Intelligence
C++ClaudeFlaskPython
Source pending review
Most Entertaining Pitch

Frenlin

VS Code helps you write code. Copilot helps you write faster. We help you break problems down through conversation.

JAMHacks 10 · 2026

Other
ElevenLabsFlaskOpenAIPython+2
Source pending review
Most Philanthropic Hack - Bloomberg

GaitGuard

Because a fall shouldn’t go unnoticed — real-time monitoring for safer independent living.

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
ArduinoC++ESP32Flask+2
Source pending review
[MLH] Best Use of MongoDB Atlas

InTouch: Bridging Memory Gaps [29]

An AI Agent that allows you to create a synopsis with tags and replies for conversations, to bridge anxiety or memory gaps. Helps you to stay in touch with thos

BeachHacks 9.0 · 2026

Artificial IntelligenceFinTech
FlaskGeminiMongoDBReact
Source pending review
[MLH] Best Use of ElevenLabs

KineticK9

KineticK9: An intuitive multimodal interface for the next generation of robotic companions.

Hack@URI 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFlaskJavaScriptPython+1
Source pending review
LU
[MLH] Best Use of Gemini API

Lunalysis

Lunalysis is an agentic tool that takes your project abstract and related literature, automatically builds context around your data using online sources, and le

WEHack 2026 · 2026

Other
FlaskGeminiLangChainPostgreSQL+2
Source pending review
MA
Best Women Hack

MaternaAI

AI triage for maternal mortality. Six vitals in → risk class, 90% CI, LIME explanation, counterfactual advice, and bias audit across teen vs adult mothers. Powe

IBM x UNSA Hackathon · 2026

Artificial IntelligenceEducation
FlaskPython
Source pending review