AI & Machine Learning Services for Buxton 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 Buxton 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 Buxton 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 Buxton 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.

At COLETEK, we've built a reputation as a trusted partner for businesses across Buxton, New South Wales, Australia, providing innovative engineering and product development solutions to help our clients succeed. With over 20 years of experience, we've established ourselves as a multidisciplinary Australian company that can handle the unique challenges of industries nationwide. Our team of experts is based in Buxton, New South Wales, Australia, and operates throughout the region, dedicated to supporting local businesses with their most critical projects. Whether you're looking to improve efficiency, increase competitiveness, or simply find new ways to innovate, we've got the knowledge and expertise to get the job done. As a pioneer in the field of engineering and product development, COLETEK is committed to providing reliable and collaborative solutions that meet the evolving needs of Buxton's industrial landscape. We pride ourselves on our capability to tackle complex projects from concept to delivery, ensuring our clients receive top-notch support throughout their journey. Throughout our national coverage, we take pride in building strong relationships with local businesses, fostering a culture of cooperation and innovation. Our team is passionate about delivering exceptional results that exceed client expectations, leveraging cutting-edge technology and methods to drive breakthroughs in Buxton's industries. From prototype development to manufacturing expertise, COLETEK is poised to help your business thrive in the competitive landscape of Buxton, New South Wales, Australia. With an unwavering commitment to excellence, we're dedicated to serving businesses across our region, providing customized engineering and product development solutions that drive growth and success.