AI & Machine Learning Services for Dunbible 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 Dunbible 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 Dunbible 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 Dunbible 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.

Dunbible, New South Wales, Australia is a thriving hub of industry and innovation, attracting businesses and entrepreneurs from across the country. At COLETEK, we're proud to call this region home and are committed to serving businesses in Dunbible, New South Wales, Australia, as well as those operating throughout Australia.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions that drive business success. With years of experience and a strong track record of innovation, we're uniquely positioned to support businesses in Dunbible, New South Wales, Australia as they navigate the complexities of modern industry.

Our team of experts is dedicated to collaboration, working closely with clients to understand their unique challenges and develop tailored solutions that meet their needs. Whether you're looking to streamline operations, improve efficiency, or drive growth, we have the capability and expertise to help you achieve your goals. Based in Dunbible, New South Wales, Australia, we operate throughout, serving businesses across the region with the same level of dedication and attention to detail.

At COLETEK, we're not just about providing engineering and product development services – we're committed to powering innovation and driving industry progress. We believe that by working together, we can achieve remarkable things. That's why we're dedicated to serving businesses in Dunbible, New South Wales, Australia, and beyond, with the reliability, expertise, and commitment that you deserve.