AI & Machine Learning Services for Scone 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 Scone 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 Scone 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 Scone 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.

As a dynamic and innovative multidisciplinary engineering and product development company based in Scone, New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses across the region. For over two decades, our team has been dedicated to delivering exceptional results that drive growth and success. With a strong national reputation built on reliability, collaboration, and capability, we're proud of our ability to support local businesses in Scone, New South Wales, Australia, as well as organizations throughout Australia. At COLETEK, we understand the unique challenges faced by businesses in Scone, New South Wales, Australia. We've worked tirelessly to develop a deep understanding of the region's industries and community, allowing us to provide tailored solutions that meet the specific needs of our clients. Operating throughout the Hunter-New England region, we're committed to helping local businesses thrive and grow in an ever-changing market. As a multidisciplinary engineering and product development company, COLETEK offers unparalleled expertise across a broad range of disciplines, from mechanical and electrical engineering to materials science and software development. Our team is well-versed in the latest technologies and methodologies, ensuring that our clients receive innovative solutions that meet their specific requirements. At COLETEK, we're passionate about collaborating with businesses in Scone, New South Wales, Australia to develop products and solutions that drive success. By combining our expertise with your vision, we can help you bring new ideas to life and stay ahead of the competition. Whether your business is looking to optimize processes, create a new product, or improve efficiency, we're here to support you every step of the way. So why wait? If you're a business in Scone, New South Wales, Australia seeking trusted engineering partners who can help you achieve your goals, let's get started. Let COLETEK bring our multidisciplinary expertise and innovative approach to the table, helping you build something remarkable together.