AI & Machine Learning Services for Tuross Head 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 Tuross Head 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 Tuross Head 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 Tuross Head 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 community-minded and innovation-driven multidisciplinary engineering and product development company, COLETEK has been serving businesses across Tuross Head, New South Wales, Australia since 2001. With our extensive experience and established reputation nationwide, we take pride in being a trusted ally for local entrepreneurs, inventors, and decision-makers.

Your business is unique, faced with challenges that require tailored solutions. That's where COLETEK steps in – offering expertise in engineering and product development across various industries. Based in Tuross Head, New South Wales, Australia, we understand the regional landscape and can adapt our capabilities to cater to your specific needs.

At COLETEK, we value partnerships built on reliability, collaboration, and capability. We've earned a reputation for delivering results-driven solutions that help our clients overcome hurdles and achieve success. As you navigate the ever-changing business landscape in Tuross Head, New South Wales, Australia, know that you can count on us to provide innovative engineering and product development support throughout your journey.

Whether you're looking to improve operational efficiency, develop new products or services, or increase competitiveness in your market, our multidisciplinary approach is designed to help your business thrive. Operating throughout Tuross Head, New South Wales, Australia, we're committed to being a trusted resource for local businesses, large and small, that value cutting-edge technology and expertise.

When you're ready to take your business to the next level, consider partnering with COLETEK – an Australian company well-established in the engineering and product development scene. Our team is dedicated to serving Tuross Head, New South Wales, Australia businesses, listening to their needs, and delivering innovative solutions to drive growth and success.