AI & Machine Learning Services for Dyrring 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 forDyrring 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 Dyrring 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 forDyrring 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.

Empowering Local Businesses in Dyrring and Beyond: COLETEK's Commitment to Excellence

Nestled in the heart of the Upper Hunter Valley, Dyrring is a thriving community that embodies the Australian spirit of resilience and hard work. As a trusted and innovative partner for local businesses, COLETEK is proud to have earned its reputation as a company that truly walks the talk when it comes to supporting regional economies like this one.

As an Australian-owned enterprise with national reach, we understand the unique challenges faced by enterprises in the Upper Hunter Valley. From our base in Dyrring and across the region, we've been honored to collaborate with forward-thinking businesses who crave more than just a simple transactional relationship – they seek genuine partnership and expert guidance to drive growth.

Our people are the backbone of our operation, sharing decades of collective experience in delivering tailored solutions that leave lasting impacts. Whether it's streamlining operations, enhancing customer experiences, or forging new pathways to success, we're invested in empowering local businesses like yours to soar.

What sets COLETEK apart is our commitment to trust, innovation, and local presence. We believe that understanding the pulse of the communities we serve is crucial for effective collaboration. By having boots on the ground, so to speak, we can respond quickly to changing circumstances, fostering resilience in the face of adversity and opportunities alike.

In our dealings with the people and businesses of Dyrring, Upper Hunter Valley, New South Wales, Australia – a region that's all too often overlooked but full of untapped potential – we're driven by a passion for helping local entrepreneurs thrive. We don't just provide services; we partner with you to help your business become the very best it can be, creating jobs, driving innovation, and injecting confidence into the regional economy.

So why not take that crucial next step? Partner with COLETEK today, and let's unlock your full potential in partnership. As a local business looking for trusted guidance and innovative solutions, you deserve nothing less than exceptional service – we're here to deliver just that. Contact Us