Real-Time Video Agents Hack
Explore the projects and technologies built at the hackathon.
Showing 1–30 of 52 projects
Prithviraj Decca
It gives a plant supervisor a live queue of unsafe warehouse clips — walkway, forklift load, open panels, missing vests — with the video, a reason, and a person assigned to investigate each one.
Silmoon
A platform to allow people to be searched easily within a network of cameras
Neo Baudrillard
A personalised mobility concept demo connecting a 3D avatar with real street-video evidence to explore assistive-device design scenarios.
Yaroslav Volovich
We created a platform for large scale humanoid data collection, evaluation and processing
Karim Bakkali
LiveGuard turns every high-stakes video call into a verified one, quietly, in the background, before a deepfake can talk anyone into a transfer.
Afarin Izadi
CURRENT is an AI lab partner for electronics. A camera watches your Arduino build, ticks off each step, and speaks the moment a wire is wrong, marking it and showing where it should go. It remembers the session, so you can ask what you changed.
islammainul021
Two unsupervised detectors scan traffic videos for the few seconds that matter
Eva Lin
ReStrike — Don’t just replay the point. Reimagine it.
burak kılınç
Live Forest Fire Incident detector
dgbose888
ET desk video agent watches the last 60 seconds of a trader's screen, fixes the problem on the spot where it's possible and safe to do, otherwise routes it to a support team via Slack channel.
muhammad.majeed.24
An all in one warehouse safety management system that detects incident does fault analysis and proposes solutions.
Moses Man
An AI agent that sits the UK DVSA hazard perception test on real dashcam footage from the VAST index, scored the way a learner driver is, with a public leaderboard against baselines.
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Helps reconstruct a journey from pure dashcam footage, for law enforcement, claim auditing and personal logging
elio.haddad.26
Cysense: one bike sees it, the next bike avoids it.
F L
My Day is a dignity-first personal memory journal for older adults living alone or with early memory loss . It turns short video clips into a searchable timeline to answer daily reassurance questions with exact video proof , while giving users total control over what they share with family.
Celestino Gianotti
Shared Zone Watch is an operator board for warehouse safety teams. Humans and robots already share the same aisle — the danger is a few seconds, not the whole take. The app jumps to a 5second risk window when a person enters a forklift or AMR path, so a dispatcher can freeze that aisle without scrub
J Huang
An AI-powered live memory companion that listens to your conversations and seamlessly surfaces relevant photos and videos from your camera roll in real time.
iverson930g
Ranger Duck is a robot prototype built with Pollen Robotics’ simulator and MuJoCo physics engine, using real animal videos to train AI agents to respond naturally, interact with animals, observe wildlife over time, and engage with pets while tracking their activities.
F Xu
We're building gAIde Dog, an affordable, AI-powered mobility companion that uses computer vision to turn everyday smartphones into intelligent assistants for blind and partially sighted people.
Ricky Zhou
A video agent for people with sight loss that steers you around obstacles with spoken left/right cues in under a second, and remembers what it saw so you can ask
J O (JH)
Grokham turns video(live stream) into a connected city view: query footage, detect objects, follow partial vehicle tracks, and watch live NYC cameras on a 3D Google map as neighboring VLM camera agents talk.
Sultan Fawad
RecallAI turns a wearable camera into a searchable memory of your day, so you can ask about anything you did or saw and get an answer with the exact frame as proof.
Devansh Karia
Poodle is a claims desk for car insurers that watches the dashcam video of a crash, checks the driver's story against what the camera saw, works out what the policy pays, and hands anything it isn't sure about to a human.
Bekarys Rakhymbek
A video agent for hockey trainers that watches a full game and flags every hit as Come off, Watch or Play on, from the signs visible on camera, so a trainer reviews a few minutes of clips instead of the whole game.
sami.alsindi
Generates hazard perception tests, for any industry, based on their CCTV footage
Duncan Alexander
Witness: your helmet cam is a witness, and a coach
reddux
Search video footage with natural-language queries and get timestamped matches for actions and objects.
Zhifan Zhu
We monitor construction site worker mental wellbeing — via body language — in order to improve the worker safety
derek
Interactive analysis of items and activities in a video
Ali Najafzadeh
"Behind" coaches a cyclist or a driver on one real clip: the street goes dark, a spotlight finds the hazard they should act on, and a voice tells them to wait, hold their line, or let the car through.