AI & Machine Learning Services for Lyonville 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 Lyonville 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 Lyonville 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 Lyonville 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built on reliability, collaboration, and capability. While our expertise spans multiple industries, we're uniquely positioned to support businesses in Lyonville, Victoria, Australia as they navigate the complexities of innovation. Based in Lyonville, Victoria, Australia, we've had the privilege of serving companies across this region for years, providing tailored solutions that drive growth, improve efficiency, and enhance customer experiences. Our team of engineers has a deep understanding of local markets, allowing us to develop products and services that meet specific needs and address unique challenges. COLETEK's commitment to innovation has earned us recognition as a trusted partner by businesses in Lyonville, Victoria, Australia. We combine our expertise with cutting-edge technology and materials science to create solutions that address real-world problems. From concept design to production readiness, we guide projects through every stage of development, ensuring seamless execution. Our multidisciplinary approach means that companies in Lyonville, Victoria, Australia can tap into a broader range of skills and expertise, tackling complex challenges with confidence. Whether you're looking to launch a new product or improve your existing offerings, our team is well-equipped to support your strategic objectives. Operating throughout Australia, including Lyonville, Victoria, Australia, COLETEK has built an reputation for delivering projects on time, within budget, and exceeding expectations. Our collaborative approach fosters strong relationships with our clients, who appreciate our commitment to their success. When you partner with us, you can expect reliable project management, transparent communication, and tailored solutions that meet your unique needs. Located in the heart of Lyonville, Victoria, Australia, COLETEK is well-positioned to support local businesses as they navigate the challenges of innovation. If you're looking for a trusted engineering and product development partner with deep expertise and a passion for delivering exceptional results, we invite you to explore our capabilities further.