AI & Machine Learning Services for Lilydale 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 Lilydale 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 Lilydale 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 Lilydale 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 business owner or technical decision-maker in Lilydale, New South Wales, Australia, you're no stranger to the importance of innovation and reliability when it comes to engineering solutions. At COLETEK, we share your commitment to excellence and have built a reputation across Australia for our expertise, creativity, and unwavering dedication to delivering exceptional results. Founded in 2001, COLETEK is a multidisciplinary Australian engineering and product development company that serves businesses across Lilydale, New South Wales, Australia and throughout the country. Our team of highly skilled professionals takes pride in their ability to collaborate closely with clients, understanding their unique needs and goals before crafting tailored solutions that meet and exceed expectations. Operating throughout Lilydale, New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses seeking engineering expertise that is both grounded in technical know-how and forward-thinking. We believe in building strong relationships with our clients, fostering a deep understanding of their operations and goals to provide solutions that drive success. For those based in Lilydale, New South Wales, Australia, COLETEK offers a comprehensive range of engineering services designed to support businesses of all sizes and industries. Our team's extensive experience spans multiple sectors, including manufacturing, construction, healthcare, and more. At COLETEK, we pride ourselves on our ability to tailor our solutions to meet the unique needs of each client. This approach has earned us a reputation as a reliable partner for businesses in Lilydale, New South Wales, Australia seeking exceptional engineering expertise. As you navigate the complex world of engineering, consider partnering with an organization that shares your commitment to excellence and reliability. COLETEK is here to support businesses in Lilydale, New South Wales, Australia by providing innovative solutions that drive growth and success.