AI & Machine Learning Services for Dunoon 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 for Dunoon 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 Dunoon 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 for Dunoon 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.

For nearly two decades, COLETEK has been a trusted partner to businesses across Dunoon, New South Wales, Australia, helping them navigate the complexities of innovation. Our multidisciplinary team, with roots dating back to 2001, brings together experts in engineering and product development under one roof. By leveraging our expertise, local companies can confidently drive their growth strategies forward. Based in Dunoon, New South Wales, Australia, we're uniquely positioned to support businesses within the area and beyond. With a reputation for reliability, collaboration, and capability, COLETEK is an extension of your team, working tirelessly to bring your most ambitious ideas to life. Our nationwide reach means we can swiftly respond to changing market conditions and new opportunities as they arise. COLETEK's commitment to delivering exceptional outcomes has earned us a trusted national reputation. We're not just another engineering company – we're a genuine partner that understands the distinct challenges facing businesses in Dunoon, New South Wales, Australia. Our team is ready to bring their collective expertise to bear on your most pressing projects. Throughout our history, we've demonstrated an unwavering dedication to supporting local businesses across Dunoon, New South Wales, Australia. We believe that building strong relationships and fostering long-term partnerships are essential to driving sustained growth. By collaborating with COLETEK, you can tap into a wealth of knowledge, experience, and resources designed to help you achieve your goals. As you weigh the options for your next project or innovation initiative, consider partnering with COletek. We're here to support businesses in Dunoon, New South Wales, Australia, and we invite you to explore how our engineering and product development capabilities can accelerate your success.