AI & Machine Learning Services for Exeter 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 Exeter 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 Exeter 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 Exeter 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 local business owner or decision-maker in Exeter, New South Wales, Australia, you understand the importance of reliable and innovative solutions to drive your company forward. COLETEK is uniquely positioned to support businesses like yours, leveraging our multidisciplinary engineering and product development expertise gained over nearly two decades. Since 2001, we've established a trusted national reputation for delivering exceptional outcomes, built on collaboration and trust. Based in Exeter, New South Wales, Australia, but operating throughout the region, COLETEK is committed to serving businesses across Exeter, New South Wales, Australia with tailored technical solutions. Our deep understanding of local industries and market forces enables us to develop effective strategies that meet your unique needs. When you partner with COLETEK, you gain access to a multidisciplinary team of experts capable of tackling even the most complex challenges. At COLETEK, we pride ourselves on being more than just an engineering company – we're problem solvers, thinkers, and innovators. Our expertise spans multiple disciplines, allowing us to tackle projects that involve mechanical design, electrical systems, automation, and product development. By combining our technical prowess with a deep understanding of the local business landscape, we empower companies in Exeter, New South Wales, Australia to achieve their goals. Whether you're seeking innovative solutions to drive growth, overcome operational challenges, or improve efficiency, COLETEK is poised to support your efforts. As a respected engineering company operating throughout Exeter, New South Wales, Australia, we bring the expertise and know-how necessary to deliver reliable, effective, and sustainable solutions that meet your unique needs. So why work with COletek? Because we're not just a local presence – we're a trusted partner committed to supporting businesses in Exeter, New South Wales, Australia. By partnering with us, you gain access to: * A team of multidisciplinary experts with a deep understanding of the local business landscape * Proven experience in delivering innovative solutions for companies across Exeter, New South Wales, Australia * Unparalleled capability to tackle complex engineering and product development challenges Let's build something remarkable together.