AI & Machine Learning Services for Lower Norton 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 Lower Norton 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 Lower Norton 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 Lower Norton 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 for delivering innovative solutions that meet the unique needs of businesses like yours across Lower Norton, Victoria, Australia. Our team of experts has been at the forefront of product development, design, and engineering, helping clients navigate an ever-evolving landscape marked by technological advancements, industry shifts, and changing market demands.

Based in Lower Norton, Victoria, Australia, we understand the needs and challenges that come with operating a business in this region. We take pride in our collaborative approach, working closely with local businesses to develop tailored solutions that address specific pain points and drive growth. By leveraging our expertise, clients across Lower Norton, Victoria, Australia can count on streamlined processes, improved efficiency, and enhanced competitiveness.

At COLETEK, we're dedicated to providing a high level of reliability, backed by a deep understanding of the latest technologies and industry trends. Our capability spans multiple domains – from aerospace and defense to medical devices, robotics, and more. Whether you need help with product development, process optimization, or strategic consultation, our trusted professionals are equipped to deliver.

Working together, we can bring your innovative ideas to life, drive business success, and make a lasting impact on the Lower Norton, Victoria, Australia community. By leveraging our expertise, resources, and capabilities, you'll benefit from

a faster time-to-market for new products and services,

improved overall efficiency and productivity,

a stronger competitive edge in an increasingly complex market,

and peace of mind knowing that your business is supported by a trusted partner.