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HackWinnerDB

OpenCV

135 winning projects · 105 hackathons · 20262026 · framework

Frequently paired with

IFM x Hacktech - Best Use of K2 Think V2

amy

Amy (amygdala) is the empathy layer that gives vision-language models human-centered data so people stop deciding with half the picture.

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIJavaScriptOpenCV+3
Source pending review
Best Hack for Social Good

BrailleOut

Most blind people can't afford Braille devices. BrailleOut converts any text into real physical Braille script. Point, scan, braille out. Literacy for everyone.

HackDavis 2026 · 2026

Social Impact
AnthropicArduinoC++Gemini+3
Source pending review
Most Technical

Bricked

Have an object close to your heart? Just take some photos and upload them to Bricked, and soon you'll have a 3D model of it made from Lego pieces, complete with

FullyHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptMongoDBOpenCV+2
Source pending review
BR
Best Hardware Hack

Bridge

An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.

LA Hacks 2026 · 2026

Artificial IntelligenceEducation
CloudflareDockerFastAPIJavaScript+5
Source pending review
BR
Best use of Ghost

Bridge

An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.

Ship to Prod - Agentic Engineering Hackathon · 2026

Artificial IntelligenceEducation
CloudflareDockerFastAPIJavaScript+5
Source pending review
QNX: Best Use of QNX

Buzzkill

WE SHOOT MOSQUITOES

Hack the 6ix 2026 · 2026

Artificial IntelligenceEducation
ArduinoOpenCVPythonRaspberry Pi
Source pending review
CA
Best Overall Project

Calyx

The clinical middleman turning wound photos into life-saving data

CareTech Hackathon Winter 2026 · 2026

Artificial IntelligenceHealthcare
FastAPIOpenCVPythonReact+1
Source pending review
[MLH] Best Use of Gemini API

CampusGuard

Real-time AI fight detection across live campus cameras, instantly classifying every incident by severity so the right response reaches the right place at the r

JACHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiOpenCVPython
Source pending review
Best Beginner Hack

CATCare

Others may rely on AI to fully generate insights, but our approach combines the analytical precision of AI with the field expertise and judgment of the inspecto

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
FastAPIFlutterOpenCVPyTorch
Source pending review
Best Art & Gaming

Chord-less

Chord-less is an interactive guitar practice demo: your phone captures strums, your webcam estimates chord hand signs, and the dashboard provides live audio and

HooHacks 2026 · 2026

EducationSocial Impact
JavaScriptOpenCVPythonSwift
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
Best Use of AI/ML Prize

ClassAssist.AI

Real-time AI that detects student disengagement via webcam and delivers personalized nudges — keeping every student on track while giving teachers live classroo

Broncohacks 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIJavaScriptOpenCV+1
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 Overall Hack

Dent-AI

Clinical Intelligence Platform that converts dental X‑rays into structured insights and faster clinical decisions.

SacHacks VII · 2026

Artificial IntelligenceEducation
DockerFastAPIFigmaGroq+4
Source pending review
[GenAI Genesis] Best GenAI Hardware Hack (In-Person Only)

DeskClaw

Copilot for your workshop

GenAI Genesis 2026 · 2026

Artificial IntelligenceEducation
C++FastAPIOpenCVPython+1
Source pending review
[MLH] Best Use of ElevenLabs

DoortectiveAI

Your doorbell doesn’t just ring anymore… it sees, thinks, and talks in any language while judging who’s at your door

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiOpenCV+3
Source pending review
Most Innovative Project

EYE HEART CONNECTION

Multimodal retinal analysis for cardiovascular risk proxy estimation using bilateral fundus images and age metadata

ML Empowerment Build Challenge · 2026

Artificial IntelligenceEducation
DockerFastAPIOpenCVPython+1
Source pending review
Best Artificial Intelligence

FormIQ AI

This is a real time ai gym coach perfect for introverts like me and for people who wants to save time going to gym and the super-high cost of gym trainers. This

Girls In STEM Global Hackathon · 2026

Artificial IntelligenceSocial Impact
FastAPIGroqOpenCVPython+2
Source pending review
Best Creative Studio

FormIt!

Making formations easy for you!

KiroHacks Cal Poly · 2026

Artificial IntelligenceEducation
FastAPIOpenCVPyTorchReact+1
Source pending review
Best UI/UX

Foundry

Turning any table into a smart workspace that guides your builds in real time.

Los Altos Hacks X · 2026

Other
ElevenLabsOpenCVPython
Source pending review
MLH || Best Use of Vultr || Portable Screens

FraudFence

$25B lost annually to food delivery refund fraud. Our 21-layer AI engine combines ELA heatmaps, Gemini Vision, and behavioral scoring to catch fake, altered pho

Hack Indy 2026 · 2026

Artificial IntelligenceEducation
FastAPIOpenCVPythonReact+3
Source pending review
Best Razzle Dazzle Hack - Bitcamp

GhostDieDie

Ghostdiedie is a webcam-based real-time social fighting game that transforms human motion into combat, delivering VR-like immersion without specialized hardware

Bitcamp 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptOpenCVPython+5
Source pending review
[MLH] Best Use of ElevenLabs

Intelux

Over 1 billion people live with visual impairment. Intelux gives them a voice for their world: an AI-powered wearable device that provides audio descriptions of

WildHacks · 2026

Artificial Intelligence
ClaudeElevenLabsOpenCVPython+1
Source pending review
CSE: Best Interactive AI

inVISION

"Bringing dreams into reality.”

DiamondHacks 2026 · 2026

Artificial IntelligenceEducation
OpenCVPython
Source pending review