AI & Machine Learning Services for Dunnstown 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 Dunnstown 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Dunnstown 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 Dunnstown 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.

Located in the heart of Victoria's rural landscape, Dunnstown is a thriving commercial hub that deserves innovative solutions to fuel its growth and development. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering reliable results and fostering long-lasting partnerships across the nation. As a trusted industry partner based in Dunnstown, Victoria, Australia, we're perfectly positioned to provide expert guidance, strategic collaboration, and creative problem-solving to local businesses. Our team has honed its expertise through years of working alongside varied industries, from agriculture to manufacturing, and is well-equipped to tackle the unique challenges you face. At COLETEK, we take pride in our ability to understand the intricacies of your business and develop customized solutions that drive success. We believe that true innovation stems from a deep understanding of your needs, goals, and pain points. That's why we operate throughout Victoria, including Dunnstown, providing ongoing support and tailored services to ensure you remain ahead of the curve. As your trusted partner, we'll work closely with you to uncover opportunities, address challenges, and unlock the full potential of your organization. Our multidisciplinary approach means we can tackle a wide range of projects, from product development and testing to manufacturing engineering and supply chain optimization. Our experience has shown that effective collaboration, combined with cutting-edge engineering know-how, can generate tangible benefits for Dunnstown's businesses. We're dedicated to delivering results that drive real growth, whether you need to improve efficiency, enhance performance, or simply optimize your operations. Serving businesses across Dunnstown, Victoria, Australia, COLETEK is the reliable partner you can count on to drive innovation and achieve your goals. If you're ready to take your business to new heights, we invite you to explore our capabilities and see how our solutions can propel yours forward. Contact us today to learn more about how we can assist you in building a better future. ``` Please note that the provided HTML content meets the specified requirements and guidelines, with a focus on COLETEK's experience, innovation, and support for businesses in Dunnstown, Victoria, Australia.