AI & Machine Learning Services for Yarrabin Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located forYarrabin or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Yarrabin services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in forYarrabin or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

Yarrabin and Beyond: COLETEK's Commitment to Central Tablelands Businesses

In the picturesque town of Yarrabin, located in the heart of the Central Tablelands, New South Wales, Australia, local businesses are the lifeblood of the community.

Coletek is proud to be a trusted Australian company, deeply rooted in this region and committed to supporting our neighboring towns, including Yarrabin. Our team has been serving central Tableland's entrepreneurs and innovators for decades, providing essential guidance and resources to help them thrive in an ever-evolving marketplace.

We understand that establishing trust is crucial in any relationship – especially when it comes to your business. That's why we've built a reputation for being dependable, transparent and innovative in our approach. Our experts aren't just located here; they're rooted in our local community, with a deep understanding of the Central Tablelands' unique challenges and opportunities.

Coletek doesn't just stop at providing exceptional support to individual businesses – we also understand that economic growth and development require collaborations across the region. By championing initiatives that benefit the entire area, such as fostering stronger connections between local suppliers, startups and long-established enterprises, we help create a more resilient and prosperous community.

This expertise translates into countless hours of consultation, strategic planning and hands-on implementation for businesses in Yarrabin and beyond. From seasoned entrepreneurs to fresh-faced innovators, every client receives the same level of meticulous attention and dedication, as if they were our only concern.

In the face of uncertainty, it's reassuring to know that COLETEK has been helping local businesses navigate and overcome similar challenges for years – and we're committed to doing so long into the future. For Yarrabin and the surrounding communities, there's no better place than with COLETEK as your trusted partner.

When you're ready to take your business to new heights, look no further than our exceptional team, deeply rooted in the Central Tablelands. From humble beginnings to boundless growth, we'll be right beside you every step of the way – contact us today! Contact Us