ML Vision Projects - Hands-On Meetup
Details
# ML Visions β Monday Night Projects & Community Meetup
π Denhac
π 5:30 PM β ~8:00 PM
Join us for our weekly ML Visions Monday meetup β a collaborative, hands-on session where people explore machine learning, hardware, computer vision, and creative tech projects. This is a friendly space for beginners, hobbyists, and experts alike.
We have several active group projects, and youβre always welcome to bring your own idea or experiment.
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# π§° Current Group Projects
### π Cat Scratch β Training a Vision Model From Scratch
A from-first-principles project where we learn deep learning fundamentals as a group. Weβre following the Stanford CS231n course (currently on Lecture 4 β backpropagation & computational graphs) and gradually building a simple cat detector from scratch. Great for people who want to understand neural networks deeply, not just use them.
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### π© NVIDIA Jetson Orin / Xavier NX Projects
Weβre exploring multiple hardware-accelerated ML builds, including:
- Jetson Orin Nano setups (JetPack, OS installs, GPU workflows)
- Jetson Xavier NX station
- Camera + projector systems
- Real-time ML inference experiments
This also overlaps with the Snowball Game and Halloween Projection setups.
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### π Halloween Projection / Interactive Installations
Ongoing experiments using Jetsons, projectors, cameras, and LED strips to create large-scale interactive visuals β started with Halloween projections and expanding into new creative directions (like the Snowball Game).
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### π₯½ Wearables β M5/ESP32 Sensor Devices
Building custom wearable devices using ESP32, IMUs, LEDs, and small displays.
Current goals include:
- Custom firmware
- Motion sensing
- Simple ML inference on-device
- Real-time visualization
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### π ML on Raspberry Pi / Hailo
Running lightweight ML models on Raspberry Pi boards, with optional Hailo accelerators and edge-ML optimization. Deployment, benchmarking, and experimentation welcome.
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# π§ Snowball Game (Jetson-Oriented Interactive Project)
A collaborative project using:
- Projectors
- Cameras
- Jetson Orin
- LED light rigs
- Realtime tracking / physics logic
This is an evolving interactive installation (part computer vision, part LED art, part creative tech).
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# π Monday Night Schedule
### π 5:30β6:00 PM β Meet & Greet
A relaxed warm-up:
- Meet the group
- Share what youβre working on
- Quick updates on the main projects
- Help new people find where they fit
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### π 6:00β7:30 PM β Project Work Time
Break off into:
- Group project teams
- Solo work tables
- Small learning huddles
Feel free to:
- Bring your own project
- Join one of the group builds
- Ask for help
- Learn from others
- Explore demos
- Or just observe and brainstorm
The classroom and other rooms are usually available if groups want their own space.
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### π’ ~7:30 PM β Project Round-Up
A short, informal share-out where each group or individual can:
- Show what they worked on
- Summarize progress
- Ask for collaborators
- Flag next steps
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### π 7:45β8:00 PM β Wrap-Up / Social Time
People can keep hacking, chat about next steps, or call it a night.
