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HackWinnerDB

OpenCV

135 winning projects · 105 hackathons · 20262026 · framework

Frequently paired with

Track: Light The Way

Accent

Accent is a macOS accessibility tool for elderly and non-English users that gives LLMs sight with a CV UI classifier. Users ask what to do and get the right UI

LA Hacks 2026 · 2026

AccessibilitySocial Impact
ElevenLabsGeminiGoogle CloudLangChain+4
Source pending review
BI
Hardware + IoT track

BioSphere

BioSphere turns any bioreactor smart through cheap Arduino sensors, webcam turbidity, and an AI copilot in one live dashboard. No six-figure SCADA. Just open a

DataHacks 2026 · 2026

Artificial IntelligenceEducation
ArduinoElevenLabsFastAPIOpenCV+3
Source pending review
HackAI General Track: Make Your Mark

Dementia Assist

AI-powered smart glasses that remember faces so you don't have to.

Hack AI 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFlaskMongoDBOpenCV+2
Source pending review
Sauron Home Security Track

Disco Patrol

Disco Patrol is an AI-powered party-safety drone that verifies authorized guests in real time, maintaining a disco display and flashing red instantly when an in

MakeMIT x Harvard 2026 · 2026

Artificial IntelligenceCreative Tools
OpenCVPythonRaspberry PiYOLO
Source pending review
LEARN - Track

Human Operator

A Human Augmentation Tool for On-Body Intelligence with EMS.

HARD MODE: Hardware x AI Hackathon · 2026

Artificial IntelligenceEducation
ArduinoClaudeOpenCVPython
Source pending review
Healthcare Track Winner

JNKS

JNKS is an AI coach that watches your (missed) shots so your friends don’t have to. Real-time feedback, form fixes, pro comparisons, and voice coaching that tak

PantherHacks 2026 · 2026

Artificial IntelligenceHealthcare
OpenCVReactTypeScript
Source pending review
Sauron Home Security Track

knobbi

Because curiosity shouldn’t be dangerous

MakeMIT x Harvard 2026 · 2026

Creative Tools
OpenCVPythonSwift
Source pending review
Brim Track 1

Ledge

Turn any room video into a 3D earthquake safety test.

BagelHacks II · 2026

Artificial IntelligenceEducation
DockerOpenCVPythonPyTorch+3
Source pending review
People's Choice

Cure AI

Where AI Detects Before Symptoms Speak.

HackMars 3.0: NEON · 2026

Artificial IntelligenceEducation
DockerFastAPIJavaScriptOpenCV+2
Source pending review
People's Choice

CuRiding

An attachable, hard real-time ADAS for youth e-bikes. Powered by QNX 8, it uses local edge-AI for active collision braking and a zero-internet BLE tracking mesh

cuHacking7 · 2026

Artificial IntelligenceEducation
OpenCVPythonTensorFlow
Source pending review
Track: Best AI Inspection (Honorable Mentions)

CATalyst Inspect

CATalyst Inspect turns a quick walk‑around video into a structured inspection report in minutes, specializing in corrosion identification.

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIOpenAIOpenCV+3
Source pending review
Honorable mention

RoadwatchAi

AI-powered road safety platform that detects hazards and traffic risks in real time, helping cut road injuries under SDG 3.

Github readme generation · 2026

Artificial IntelligenceEducation
FlaskJavaScriptOpenCVPython+2
Source pending review
Finalist

Percept

Using generative AI to improve short videos with Meta TRIBE v2 as a predicted brain-engagement reward model.

UC Berkeley AI Hackathon 2026 · 2026

Artificial IntelligenceEducation
ClaudeOpenCVRedisSupabase+2
Source pending review
IFM Prize

8 Milliwatts

Instead of augmenting reality by traditional AR glasses interaction, we project to the actual environment—a helmet with lasers to guide people to learn in a mor

HARD MODE: Hardware x AI Hackathon · 2026

Artificial IntelligenceEducation
OpenCVPython
Source pending review
Gemini Swags and cloud Credits

AI-Surveillance-System

Keep a log of how AI-Surveillance-System has evolved. Post about new features, app store releases, screenshots, or even code snippets. Your followers will see y

Code Gemini · 2026

Artificial IntelligenceGaming
FirebaseJavaScriptOpenCVPython
Source pending review
MCF

AL-I (Analytic Lifestyle Interface)

Remote work exploded after COVID-19, creating the need for a sustainable home workspace. AL-I tracks the face and posture to analyze trends and provide reminder

NTHS Hack 2026: Hack the next frontier · 2026

Artificial IntelligenceHealthcare
FlaskJavaScriptOpenCVPython+1
Source pending review
AI for Health

AnemiaLens

AnemiaLens helps communities notice possible anemia risk earlier through AI-powered smartphone screening, symptom awareness, and safe next-step guidance.

ML Empowerment Build Challenge · 2026

Artificial IntelligenceEducation
DockerFastAPIOpenCVPostgreSQL+7
Source pending review
RIT MAGIC Spell Studios: Traver Creative Technologist

AuraGrade

Real-time emotion based color grading

WiCHacks '26 · 2026

EducationSocial Impact
OpenCVPython
Source pending review
BR
Diversity in CS Project Hub

Bridge

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

youCode 2026 · 2026

Artificial IntelligenceEducation
CloudflareDockerFastAPIJavaScript+5
Source pending review
CA
Microsoft AI & Automation

Cadence Labs

Meta Quest utilizes hand tracking to drive two SO-101 follower robot arms in real time, recording each session as a LeRobot training episode. This way, the user

StarkHacks · 2026

Artificial IntelligenceEducation
FlaskOpenCVPython
Source pending review
QNX Challenge

Clearshot

From battlefields to buildings engulfed in flames, high visibility is paramount. Clearshot provides soft real time image dehazing designed for the edge, making

cuHacking7 · 2026

EducationInfrastructure
OpenCVPython
Source pending review
AI/ML Hack Challenge

CVM4X

Smart home security camera that uses object detection to automate the process of viewing footage and sending alerts

Rutgers IEEE X HART Build-a-thon · 2026

Artificial IntelligenceEducation
FlaskGeminiJavaScriptOpenCV+2
Source pending review
MIDI Controller

Doceo

AI Piano Tutor

EurekaHacks 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiNext.js+4
Source pending review
Interview Cake Prize

EcoKiosk AI powered trash bin

Recycle. Get rewarded. It's that simple.

forinovation · 2026

Artificial IntelligenceHealthcare
OpenCVPythonTensorFlowYOLO
Source pending review