AI & Machine Learning Services for Farnham 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 Farnham 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 Farnham 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 Farnham 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, innovation, and capability, serving businesses across Farnham, New South Wales, Australia. With a strong national presence, we understand the unique needs of local businesses like yours. Based in Farnham, New South Wales, Australia, we're well-positioned to support your growth and success. Our team of experts shares a passion for collaboration and partnering with clients to deliver tailored solutions that meet their specific challenges. We operate throughout Australia, but our commitment to the community is unwavering – we're dedicated to helping businesses in Farnham, New South Wales, Australia thrive. Whether you're looking to develop new products or improve existing ones, COLETEK's multidisciplinary approach sets us apart. By combining engineering and product development capabilities, we offer a unique perspective that considers the complexities of your business and the needs of your customers. Our experience spans multiple industries, from healthcare to manufacturing, so regardless of your sector or challenge, we're equipped to handle it. When working with COLETEK, you can expect open communication, transparent project management, and a deep understanding of your goals and objectives. We take pride in our ability to adapt to changing circumstances and evolve with the needs of your business. By leveraging our expertise, resources, and innovative thinking, we'll work together to develop products that exceed your expectations. As a trusted partner for businesses in Farnham, New South Wales, Australia, COLETEK is committed to helping you achieve your vision. We understand the importance of building strong relationships and fostering long-term success. By partnering with us, you can trust that you're working with a dedicated team that truly cares about your business' well-being. So why wait? Let's build something remarkable together.