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:
AI-powered brain MRI analysis system built with PyTorch/OpenCV that detects potential tumors, visualizes predictions using Grad-CAM, and evaluates image quality and model reliability
A small robot that reads the letter in your hand and looks for your glasses: a companion for older adults who live at home, and the family who help. Built with NVIDIA Nemotron on Nebius, and Tavily.
Label Guard judges whether a phone photo of a food label is readable, then retakes, warns or asks a human; it reports how often it abstains and how often it still misses silently.
Retrofitting manual woodturning lathes for with a 100Hz CPU deadman safety loop, 3-tier NVIDIA Nemotron coaching on Nebius Token Factory, and live 3D Digital Twin breach mirroring.
Autonomous industrial vision system using OpenCV 5 active perception & AWS Bedrock to eliminate false rejects through dynamic optical re-scanning and physical machine actuation.
Is the face on your video call real? Unmask’s agent asks the caller to move, measures the response with OpenCV 5 on AWS, and gives a cautious verdict.
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.
Free satellite data → a flood-damage and who-is-cut-off map in minutes, then an OpenCV 5 agent re-aligns, zooms and looks again before a human signs off. Live on AWS.
Below the Watermark helps researchers find reused images across scientific papers. Our AI-powered search turns hidden connections into clear, traceable evidence for human review.
The future of compute is in creating personalized solutions for people. Avatar is the tool that will kickstart digital twinning, starting with digital avatars for user manipulation.
Your peace-sign selfie went viral as a security threat. We measured if it actually is.
Photo-verified medication tracking for elderly patients: OpenCV 5 sees which blister pocket was emptied, and an AI agent records the dose or alerts the family.
SkyWall is a multi-agent counter-UAS defense stack that detects, tracks, and defeats hostile drone swarms before they reach a high-value target.
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.
Control your whole computer hands-free with just a webcam and mic: your eyes looking points, a long blink clicks, and your voice types and commands. Runs on your laptop; nothing is saved.
Your body is the controller. Punch, kick, block, and unleash powers using webcam gestures in a 3D fighting game featuring AI opponents, online multiplayer, and live motion tracking.
Vision - Screen Guardian is a macOS app that frosts objectionable pictures on a child's screen as they appear, using OpenCV 5 on-device, COOL on AWS Graviton and an AgentCore agent.
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.
Lithora is a AI powered kidney stone detection platform that analyzes CT scan images using computer vision.
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.
Tracks every rider in traffic video, judges each head separately, confirms no-helmet only after an enlarged second look, and sends unclear cases to human review. Built on OpenCV 5 and AWS.
Find every rooftop solar array, and the energy it makes, in one aerial photo, with OpenCV 5.
![[eye]able](https://d112y698adiu2z.cloudfront.net/photos/production/software_thumbnail_photos/005/701/943/datas/medium.jpg)
