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318 machine learning projects

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  • AI & Machine Learning
VLM-Driven Spooky Sassy Jack-o’-Lantern on Arduino VENTUNO Q

A glowing pumpkin that spots visitors, hears their questions, describes what it sees and replies spookily, running models on Dragonwing NPU.

VLM-Driven Spooky Sassy Jack-o’-Lantern on Arduino VENTUNO Q

Naveen
104

Qualcomm IM SDK GStreamer plugins turn Dragonwing IQ-9075 NPU inference into a pipeline element, driving real-time Recamera gimbal tracking

reCamera Gimbal Tracking on IQ-9075 with QIM SDK Pipelines

Naveen
117

Inspired to develop this local AI agent after failing to remove a yellowjacket nest with my custom bee vacuum due to my lack of knowledge :)

A pest nest identification AI agent from a failed bee vacuum

Kutluhan Aktar
78
Imitation Learning with LeRobot on Dragonwing IQ-9075 EVK

Train LeRobot policies from real demonstrations and deploy on the Dragonwing IQ-9075 NPU for autonomous pick and place task.

Imitation Learning with LeRobot on Dragonwing IQ-9075 EVK

Naveen
114
Termi3 - The Question-Answering Typewriter Is Back

This is the 3rd version of what is probably my most popular project: a vintage typewriter (actually a paper terminal) that answers questions

Termi3 - The Question-Answering Typewriter Is Back

Cameron Coward
171

Control a Gazebo simulated TurtleBot 4 using a VLM running on the Dragonwing IQ-9075, translating prompts into autonomous ROS 2 navigation.

VLM-Driven ROS 2 Navigation on Gazebo via Dragonwing IQ-9075

Naveen
184
Real Time Amazing Hand Tracking on Dragonwing IQ-9075

Drive the robotic hand to mirror live gestures via NPU-accelerated Qualcomm AI optimized model

Real Time Amazing Hand Tracking on Dragonwing IQ-9075

Naveen
172
AntiMould Shower Sentinel

Smart device detects shower sound and warns via Home Assistant when the fan is off, preventing steam build‑up and stopping mould growth

AntiMould Shower Sentinel

Manivannan
6.5K
Running local VLMs on Arduino UNO Q with the App Lab

This Arduino App Lab project cascades a lightweight TinyML model with a local VLM to bring contextual descriptions of the scene.

Running local VLMs on Arduino UNO Q with the App Lab

Solomon Muhunyo Githu
663
Demystifying AI/ML Development for Edge Devices

Learn how to design, train, and deploy a custom CNN on a DEEPX-accelerated edge device.

Demystifying AI/ML Development for Edge Devices

Marco Hoefle
2.0K
Garden Robot

A vision ML–enabled garden robot that detects slugs and automatically sprays an organic garlic solution to stop them from reaching plants

Garden Robot

Manivannan
3.3K
DIY Mini PC Runs My Personal AI Agent

I Built a $200 Mini PC That Runs My Personal AI Agent (LattePanda + OpenClaw)

DIY Mini PC Runs My Personal AI Agent

Mukesh Sankhla
4.2K
OCR on Arduino UNO Q with Edge Impulse using Model Cascade

In this project, we take a two-stage OCR pipeline originally built in Python and migrate it to the Arduino UNO Q using Edge Impulse.

OCR on Arduino UNO Q with Edge Impulse using Model Cascade

Marc Pous
1.8K

An exploration of accelerating the MediaPipe models with AzurEngine

Accelerating the MediaPipe models with AzurEngine

Mario Bergeron
1.0K

An exploration of accelerating the MediaPipe models with Qualcomm

Accelerating the MediaPipe models with Qualcomm

Mario Bergeron
889

Autonomous robotic dog leverages ROS 2 and Edge Impulse-trained YOLO-Pro model for real-time ball detection and pursuit on the Arduino Uno Q

Ball-Chasing Quadruped Robot with ROS 2 & Arduino UNO Q

Naveen
4.5K
Edge AI-based Bottle Preparation Machine

An Edge AI-based bottle preparation machine that alleviates the stress of responding quickly when a baby cries in the middle of the night

Edge AI-based Bottle Preparation Machine

Manivannan
1.1K

Develop a simple, low-cost AI-powered wearable with the XIAO nRF52840 Sense that detects hand gestures and controls real-world devices.

Controlling devices with gesture detection wearable

Solomon Muhunyo Githu
1.1K
GenAI-like image description, but 200x smaller

Train a domain-specific image to keywords model that is 200x lighter (9MB) and runs with low latency on hardware such as Raspberry Pi 4.

GenAI-like image description, but 200x smaller

Solomon Muhunyo Githu
954

With ROS 2 integration, the YOLO-Pro model from Edge Impulse powers real-time hand tracking on the Rubik Pi 3, accelerated by Qualcomm AI.

Hand-Track Robot: ROS 2 + Rubik Pi 3 + Edge Impulse YOLO-Pro

Naveen
1.9K
ROS 2 Pick & Kick: Particle Tachyon + Edge Impulse YOLO-Pro

Autonomous humanoid robot uses Edge Impulse YOLO-Pro model on Particle Tachyon with Qualcomm AI Accelerator for balls detection and kicking

ROS 2 Pick & Kick: Particle Tachyon + Edge Impulse YOLO-Pro

Naveen
3.7K
Inference with Qualcomm AI Accelerator on Particle Tachyon

This project showcases the inference of an Edge Impulse YOLO-Pro model using a 12 TOPS AI Accelerator on the Qualcomm Dragonwing SoC.

Inference with Qualcomm AI Accelerator on Particle Tachyon

Naveen
1.6K
Smart AI helmet for Cyclist

A smart helmet for cyclists that recognise audio instructions from the rider and activates LEDs at the back to indicate left or right turns.

Smart AI helmet for Cyclist

Manivannan
2.4K
Vision and FSM-Driven Industrial Sorting Automation

An industrial automation system for block sorting, utilizing Computer Vision and Finite State Machines, implemented with Edge Impulse.

Vision and FSM-Driven Industrial Sorting Automation

Naveen
1.9K
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