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:
OpenCV 5 on AWS scans GOES-18 every 10 min for Hawaiʻi wildfires; a Claude agent gathers evidence, a human approves. Lahaina replay: flagged ~6 h before polar satellites.
A 2015 drone finds a person from one photo, asks a human "Is this them?", then follows. Flown live: found on its first scan at 0.85; another run followed 90 s, 49 pins.
Your peace-sign selfie went viral as a security threat. We measured if it actually is.
OpenCV 5 reads the water level from existing river cameras; an Amazon Nova agent forecasts closures, flags broken gages and asks a human to close flooded low-water crossings.
A produce-picking cell that inspects each item like a careful shopper with OpenCV 5 on Graviton4, and asks a person exactly where its camera can't be trusted.
The extra pair of hands that answers your shop's WhatsApp, customers reach the shop on WhatsApp, RCS or SMS in their own language and the owner runs it all from a photo or a voice note
An OpenCV 5 agent on AWS Graviton that decides whether a receipt photo can be trusted, then records the expense, asks the owner, or asks for a better photo.
Finds the flashing in a video that can trigger seizures, repairs only that spot, and re-checks its own repair. The model picks the fix; OpenCV decides if it worked.
AfterMath — an agentic post-disaster loss inventory. OpenCV 5 cross-examines your photos; an agent turns the findings into decisions. The photos tell the truth; the agent makes them prove it.
Real-time crowd monitoring with AI-powered people tracking, occupancy estimation, and intelligent safety alerts.
AI vision that sees blocked drains, reasons flood risk with Bedrock Claude 3.5, acts via SMS alert. Prevents Lagos floods. Built COOL on Graviton4, S3, Lambda, SNS.
Photograph a tray of tomatoes next to a 50 mm marker. OpenCV 5 measures and grades each fruit, then an agent decides to retake, review or route the lot.
“Budget-aware agentic visual inspection: OpenCV 5 + COOL on AWS Graviton4, with a human in the loop.”
A vision agent that reads what's happening inside the pots and conducts the order, so every dish on a ticket is ready together — built on OpenCV 5 and AWS Graviton.
A Quechua interpreter for rural health workers. Chaski interprets the visit face to face, asks when unsure and double-checks every instruction. Combine fine-tunning, computer vision, rag and agents.
Taking 10 medicines a day? We turn the prescriptions in your NHS App into a schedule fitted around your meals and sleep, following clinical rules, with reminders.
An active-perception vision agent that diagnoses degraded imagery, dynamically tunes OpenCV 5 pipelines in real time, and accelerates inspection workloads on AWS Graviton using COOL.
A range-hood camera that predicts when a pot will boil over and turns the heat down before it spills — OpenCV 5 vision, a physics-informed forecaster and an agent on AWS.
Stop paying twice for AI training video. We catch duplicate, edited and reused footage in every delivery, show the proof, and let AI decide what to pay within fair, fixed rules.
ScanDiff is two-factor auth for physical objects: LiDAR scans an item before and after a handoff, measures what changed to the millimeter, and only releases payment when the buyer accepts.
Remember BIG MOON? It's back and better than ever! Now with AI (built with Gemini)
AutoScope turns a smartphone and a standard microscope into an adaptive malaria screening tool. It counts parasites automatically and adjusts how much of a slide to read based on the evidence.
Can’t decide where to go? Puss asks a few questions, then guesses a real spot near you that matches your vibe. Plan with friends too: everyone answers, Puss picks 3, the party votes.
Read your paper like Reviewer 2 would. VerRes checks every citation against its source and flags fake references, retractions, overclaims and hidden AI prompts before you submit.