AI & Machine Learning Services for Dunolly 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 forDunolly 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 Dunolly 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 forDunolly 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.

Serving Businesses Across Dunolly, Upper Hunter Valley, New South Wales, Australia and Beyond with Innovative Technology Solutions

As a trusted name in Australian IT, COLETEK is proud to support local businesses across Dunolly, Upper Hunter Valley, New South Wales, Australia in their pursuit of innovation and success. With decades of experience and a national reputation built on reliability and trustworthiness, we've established ourselves as a go-to partner for companies seeking cutting-edge technology solutions that meet the unique needs of their operations. Operating throughout the region, including Dunolly, Upper Hunter Valley, New South Wales, Australia, our team is committed to collaborating with local business owners and decision-makers to create tailored IT strategies that drive growth and profitability. Whether you're looking to streamline processes, enhance customer engagement, or stay ahead of industry trends, we're dedicated to providing expert guidance and support every step of the way. At COLETEK, we understand the importance of staying up-to-date with the latest technological advancements, which is why we continually invest in our expertise and infrastructure to ensure that our solutions remain relevant, effective, and user-friendly. By leveraging a wide range of innovative technologies, from cloud computing and cybersecurity to data analytics and more, we're able to deliver exceptional value to our clients across Dunolly, Upper Hunter Valley, New South Wales, Australia and beyond. What sets us apart is our commitment to delivering truly personalized support that meets the unique needs of each business. We take the time to understand your goals, challenges, and industry-specific requirements, allowing us to develop customized IT solutions that drive real results. By partnering with COLETEK, you can rest assured that you're receiving expert-level guidance and support that's tailored specifically to your Dunolly, Upper Hunter Valley, New South Wales, Australia-based business. So why wait? If you're looking for a trusted technology partner to help take your company to the next level, reach out to us today. Let's work together to drive growth, increase efficiency, and achieve lasting success in the competitive Dunolly, Upper Hunter Valley, New South Wales, Australia market. Contact UsContact Us.