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HackWinnerDB

PyTorch

116 winning projects · 87 hackathons · 20262026 · framework

Frequently paired with

Most Technically Challenging Hack

Panacea

Interactive virus spread simulator for social awareness, educating the public on how pandemic safety policies shape real outcomes with an accessible platform to

HackDavis 2026 · 2026

AccessibilitySocial Impact
ElevenLabsGeminiPythonPyTorch+1
Source pending review
Best Pitch

Panacea

Interactive virus spread simulator for social awareness, educating the public on how pandemic safety policies shape real outcomes with an accessible platform to

United Hacks V7 · 2026

AccessibilitySocial Impact
ElevenLabsGeminiPythonPyTorch+1
Source pending review
Best Use of AMD Tech

PatchWork

A self-healing execution layer for inventory machinery

StarkHacks · 2026

Artificial IntelligenceEducation
OpenCVPythonPyTorchStreamlit
Source pending review
Loveable x HackTech - Best use of Lovable

Resona

Every emotion has a unique resonance. Resona finds yours and matches it with music that lifts your mood. We don’t just generate random songs—we reason about how

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
PythonPyTorch
Source pending review
Most Technically Impressive

Rhetorix

AI-driven public speaking coach. Our React/Flask app auto-scores pace, eye contact, and filler words during distraction-filled pressure drills, delivering insta

Bath Hack 2026 · 2026

Artificial IntelligenceEducation
DockerFlaskOpenAIOpenCV+6
Source pending review
Best Use of AI/ML

SeaPredictor

Tomorrow's trash found today

FullyHacks 2026 · 2026

Artificial IntelligenceEducation
PythonPyTorch
Source pending review
Most Promising Startup

SIQUR

The first fully-integrated intelligent security suite

Catapult 2026 · 2026

Artificial IntelligenceEducation
FastAPIOpenCVPyTorchReact+1
Source pending review
SK
Best Creativity - Logitech MX MASTER 4 Mice

SkyNet

AI that can see like a human.

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
PythonPyTorch
Source pending review
[MLH] Best Use of ElevenLabs - Wireless Earbuds

Sova

AI-powered First Responder for Post-Operation Complications

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
KotlinLangChainOpenAIPython+2
Source pending review
Best use of Google Gemini API

SurakshaNet

SurakshaNet predicts and monitors floods in real-time using AI, IoT sensors, and satellite data. It coordinates emergency response and enables instant community

Hack Days Guwahati · 2026

Artificial IntelligenceIoT
FastAPIJavaScriptLangChainNext.js+3
Source pending review
Best Accessiblity & Empowerment

Surviv

A decentralized offline mesh app that turns phones into lifelines

HooHacks 2026 · 2026

EducationSocial Impact
PythonPyTorchSwift
Source pending review
Best Overall

V.I.P.E.R

V.I.P.E.R detects AI-generated images using deep learning + forensic signals like frequency and sensor noise, achieving 96%+ accuracy while explaining every dec

Data Heist 2026 · 2026

Artificial IntelligenceEducation
OpenCVPythonPyTorchStreamlit
Source pending review
Most Creative Hack

V↑ (V-up!)

Conversational learning games for Deaf, neurodivergent, and limb-difference kids. Speak it, sign it, or show your work. The AI character meets every kid where t

HackDavis 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiNext.js+3
Source pending review
Best ML Project

VIE

poison your data, and protect your privacy

Catapult 2026 · 2026

Artificial IntelligenceEducation
JavaScriptPythonPyTorch
Source pending review
[MLH] Best Hack Built with Google Antigravity

Vizzion

A digital co-pilot providing real-time hazard detection and spatial awareness for the visually impaired.

Hack AI 2026 · 2026

Artificial IntelligenceEducation
OpenCVPythonPyTorch
Source pending review
Best Use of Augmented Reality (AR)

Water Me

Have you ever had plant that has passed away because you forgot to water it? Water Me removes chore of checking your plants by automatically watering them and t

RevolutionUC 2026 · 2026

Healthcare
C++GroqJavaScriptOpenCV+3
Source pending review
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
Best Project - Biotech Track

BioLattice

Illuminating the hidden architecture of biomedical research by transforming disconnected abstracts into a navigable, 3D map of evidence.

Tufts NSDC Datathon · 2026

Artificial IntelligenceHealthcare
PythonPyTorchReact
Source pending review
Entrepreneurship & Product track

EnviroSkin

People in 3rd world countries are suffering from skin problem but don't have the resource. We solve this by using our phone to help them by giving timely sugges

DataHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPythonPyTorch+3
Source pending review
WEHack General Track

HomeBound

Personalized, intelligent, property recommendation system tailored to you and your needs.

WEHack 2026 · 2026

Other
FlaskJavaScriptPythonPyTorch+1
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
[Mini Track] Data Science-ML

LexiSnap

Snap. Sense. Signal.

Hack AI 2026 · 2026

Artificial IntelligenceEducation
MistralPythonPyTorch
Source pending review
SK
AI Programming Track

Sky High!!

Sky High is a flight planning tool for airlines to make informed, strategic, decisions towards a greener future.

HackNewHaven 2026 · 2026

EducationCybersecurity
FlaskMongoDBPythonPyTorch
Source pending review
Track: Flicker To Flow

SPECTRA

Turning iPhone's $25 LiDAR into industrial-grade dense depth maps. On-device, real-time, no cloud.

LA Hacks 2026 · 2026

Social ImpactCloud
FastAPIJavaScriptPythonPyTorch+1
Source pending review