AI & Machine Learning Services for Frederickton 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 Frederickton 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 Frederickton 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 Frederickton 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 major hub for industry and commerce in Australia, Frederickton, New South Wales, is a city that never stops. With its rich history, stunning natural beauty, and strong sense of community, it's no wonder businesses of all shapes and sizes are drawn to this thriving town. And as your trusted partner, COLETEK is proud to call Frederickton home base.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, innovation, and collaboration across multiple industries. Our team of experts has honed their skills through hands-on experience and cutting-edge technology, ensuring that our clients receive tailored solutions that drive real results.

Serving businesses across Frederickton, New South Wales, Australia, and throughout the country, COLETEK is committed to helping local entrepreneurs and business leaders achieve their goals. Whether you're an established player or just starting out, we understand the unique challenges you face and are dedicated to providing top-notch support every step of the way.

At COLETEK, we believe that collaboration is the key to unlocking true potential. Our ability to combine expertise from various fields means that businesses in Frederickton, New South Wales, Australia can rest assured that their products, services, or manufacturing processes are receiving the best possible attention. Whether you're looking to launch a new product, optimize operations, or simply need expert guidance, we're here to help.

So why settle for anything less than the best when it comes to your business in Frederickton, New South Wales, Australia? Put our capability and experience to work for you today. Let's build something remarkable together!