AI & Machine Learning Services for Dunedoo 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 forDunedoo 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 Dunedoo 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 forDunedoo 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.

COLETEK: Your Partner in Thriving Local Businesses in Dunedoo, Central West Slopes, New South Wales, Australia

Located at the heart of the stunning Central West Slopes region, Dunedoo is a vibrant and resilient community that celebrates its rich history and breathtaking natural beauty. As a local organisation with strong roots in this area, COLETEK is deeply committed to supporting the growth and development of the businesses that keep our town thriving.

With over [X] years of experience working side by side with entrepreneurs, farmers, and industry leaders across Australia, including those in Dunedoo, Central West Slopes, New South Wales, Australia, we understand the unique challenges and opportunities facing local businesses. Our dedicated team is passionate about delivering innovative solutions that not only meet but exceed our clients' expectations.

We're proud to be a trusted Australian company with a national presence – yet deeply rooted in this stunning region. We take pride in our ability to provide tailored support, guidance, and resources that help Dunedoo's businesses succeed, no matter the industry or size. Whether you're an established enterprise or just starting out, we're committed to being your partner for growth.

At COLETEK, we believe that success stems from building trust with our clients, understanding their unique needs, and providing innovative solutions tailored to their specific circumstances. We've earned a reputation as one of the most trusted Australian companies in this region by consistently delivering exceptional results through our experienced team's hard work and commitment.

We love being part of the vibrant Dunedoo community and are dedicated to supporting local businesses as they strive for excellence. That's why we're excited to be serving clients throughout Central West Slopes, New South Wales, Australia, including in and around Dunedoo, where our team is always on hand to offer guidance, support, and expertise.

So whether you're looking to expand your operations, diversify your offerings or simply need expert guidance to navigate the complexities of managing a business – we've got your back. Our door is always open (or you can Contact Us) to discuss how COLETEK can help local businesses like yours thrive in Dunedoo, Central West Slopes, New South Wales, Australia and beyond.