AI & Machine Learning Services for Dubbo 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 Dubbo 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 Dubbo 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 Dubbo 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 region with a rich agricultural history and a strong focus on innovation, Dubbo, New South Wales, Australia is an exciting place to be. With its location at the heart of western New South Wales, Dubbo plays a vital role in the state's economy, serving as a hub for commerce, industry, and community development. At COLETEK, we're proud to be a part of this thriving city, supporting businesses across Dubbo, New South Wales, Australia, with our multidisciplinary engineering and product development services. With over 20 years of experience in the Australian market, COLETEK has established itself as a trusted national partner for businesses seeking innovative solutions. Our team is passionate about collaborating with clients to bring their products and ideas to life. Our expertise spans across multiple disciplines, encompassing mechanical, electrical, software, and systems engineering. By combining our extensive knowledge and experience, we help businesses in Dubbo, New South Wales, Australia, navigate the complexities of product development, ensuring their projects are completed efficiently, effectively, and with a focus on reliability. At COLETEK, we're dedicated to building long-lasting relationships with our clients based in Dubbo, New South Wales, Australia. We believe that by working closely together, we can achieve great things. Our team is committed to delivering exceptional results that meet the unique needs of each business we partner with. By operating throughout Australia, including Dubbo, New South Wales, Australia, we're well-positioned to provide tailored support to businesses across various industries. By partnering with COLETEK, businesses in Dubbo, New South Wales, Australia, can rest assured they've chosen a reliable and capable partner for their product development needs. Whether you're seeking innovation, efficiency, or simply a trusted advisor, our team is here to guide you every step of the way. When it comes to engineering and product development, trust is paramount. At COLETEK, we pride ourselves on our reputation as a trustworthy national partner, with a proven track record of delivering high-quality results. So why wait? Let's build something remarkable together!