Devpost
Participate in our public hackathons
Devpost for Teams
Access your company's private hackathons
Grow your developer ecosystem and promote your platform
Drive innovation, collaboration, and retention within your organization
By use case
Blog
Insights into hackathon planning and participation
Customer stories
Inspiration from peers and other industry leaders
Planning guides
Best practices for planning online and in-person hackathons
Webinars & events
Upcoming events and on-demand recordings
Help desk
Common questions and support documentation
Sort by:
An OpenCV 5 agent that investigates every camera-trap trigger, calls a second model when its tools disagree, and holds every alert for a person. 93.5% correct on real data vs 71.9%.
Artificial intelligence, ML, CV
Resume an interrupted recall review with the same notice and completed checks.
Learn your Deaf baby's first ASL signs together on the TV: a Deaf signer shows each sign, your phone watches your hands, and Fire TV gives live feedback.
Damaged packages are annoying, dealing with it doesn't have to be.
I was 14 when a knife was first pointed to my throat, all for a 10 euros. Criminals go unnoticed, especially in metros, and the police only have two eyes. ARGO's neural network has a lot more
Project Parali uses satellite AI to detect crop burning and identify biomass opportunities, helping reduce air pollution, support farmers, and turn agricultural waste into a valuable resource.
A shop's Ring camera keeps the bill: it sees what leaves each shelf, names it from the shop's own photos, tracks stock, and leaves anything unsure for a person to check at the exit.
Alexa+ can now integrate directly with Ikea furniture builds in the real world using custom tools that integrate with the digital world.
Transform unorganized UGREEN NAS storage into a self-updating, vector-indexed Knowledge Graph with zero-cloud-egress proactive background agents.
AgriVision.AI uses AI to help farmers detect crop diseases identify plant health issues and receive smart farming recommendations promoting healthier crops and more sustainable agriculture
Turn football viewing into an interactive tactical experience: pause the action, follow players, ask questions, and explore passing options—all with your Fire TV remote.
Concrete crack widths in millimetres from one phone photo and a printed marker. An OpenCV 5 inspection agent on AWS Lambda (Graviton) that asks a person when the evidence is weak.
Your agent watches your screen. Your consent decides what leaves it: on-device OCR + a local calibrated decision model, per-purpose consent, before any frame reaches the cloud.
Don't trust the sensor. VeriCEMS seals emissions data in a hash chain, checks it against physics, lets 5 bonded verifiers vote, and slashes cheaters on-chain, so EU CBAM importers can verify it.
Most GPUs sit idle. gpuroute lets AI agents find and use spare compute: a teammate's idle laptop, a lab box, unused cloud credits, the spare-GPU market. Owners set the rules; a hard budget caps spend.
"Alexa, is this really my son?" An Alexa+ MCP add-on that checks live phone and WhatsApp calls, asks the real family member to confirm, and tells you what to do next, in Hindi.
AI-powered traffic coordination with smart signals, vehicle tracking, ambulance prioritization, and GitLab-driven automated testing, security, and deployment.
BlackBox gives cameras persistent memory, letting Alexa+ answer where objects likely are, what changed, and what remains unknown using evidence-grounded visual reasoning.
We're your ears, eyes and memory: Nila soothes her cry before waking you, watches and monitors baby, and tracks the babies skin eyes and poop to detect early signs that go unnoticed all in your phone
Ojes is an AI-powered neuro-wellness platform that analyzes brain activity, identifies potential abnormalities, and visualizes brain patterns through an interactive 3D digital twin.
Inspec-Ther uses computer vision on drone thermal maps to find the exact faulty module in solar farms with hundreds of thousands of panels, turning days of manual review into minutes.
An AI agent that inspects solar panels: it scans every cell with OpenCV 5 on AWS Graviton, looks closer when unsure, then opens a repair ticket or asks a human.
🚀 Autonomous test-time compute scaling & dynamic KV-cache sparsification for edge LLMs — pure-PyTorch MCTS reasoning engine, −65% VRAM. R1-style thinking on consumer hardware.
