AI & Machine Learning Services for Dutson 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 Dutson 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 Dutson 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 Dutson 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Dutson, Victoria, Australia. With our headquarters based in Melbourne, we operate throughout the country to bring game-changing solutions to local industries. Our team of experts, comprising engineers, designers, and innovators, is dedicated to serving businesses in Dutson, Victoria, Australia and every region in between. COLETEK's journey began over two decades ago with a singular focus on harnessing cutting-edge technology to drive innovation. As the world has evolved, so have our capabilities. Today, we leverage state-of-the-art tools and skills to deliver bespoke solutions that address real-world challenges in industries like manufacturing, healthcare, and energy. Our expertise lies at the intersection of engineering, product development, and collaboration. When it comes to supporting local businesses in Dutson, Victoria, Australia, COLETEK is committed to partnering with forward-thinking entrepreneurs who share our passion for innovation. We understand that every business has unique needs and challenges, and we take pride in offering customized solutions that cater to these requirements. By combining our comprehensive knowledge of engineering principles with a deep understanding of the local landscape, we help Dutson's businesses stay ahead of the curve. Our approach is centered on building strong relationships, fostering open communication, and delivering unparalleled reliability. We empower clients with the confidence to move forward, knowing that their projects are in safe hands. At COLETEK, we're proud to be a trusted partner for companies across Dutson, Victoria, Australia seeking to transform their operations, enhance products, or streamline processes. By working closely together, we can create remarkable outcomes that benefit everyone involved. Now, let's get started on your next great project! Let’s build something remarkable together.