AI & Machine Learning Services for Woodville 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 forWoodville 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 Woodville 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 forWoodville 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.

A Trusted Partner for Woodville-Based Businesses: COLETEK's Lower Hunter Valley Expertise

As a trusted Australian company, we're proud to serve the thriving community of Woodville, nestled in the Lower Hunter Valley, New South Wales, Australia. Our roots run deep in this picturesque region, where we've built strong relationships with local businesses, providing expert guidance and support to help them flourish. COLETEK's local presence is more than just a physical address – it's a commitment to understanding the unique needs and challenges of businesses like yours. We take the time to learn about your operations, your industry, and your goals, allowing us to tailor our expertise to deliver tailored solutions that drive real results. Nationwide expertise, locally focused As an Australian company with national reach, we're well-positioned to bring in best-practice insights from across the country. Our team of experts is dedicated to sharing their knowledge and experience with you, empowering your business to succeed in today's competitive market. Whether you're looking to streamline operations, drive innovation, or expand your customer base, our guidance can help you take your Woodville-based business to the next level. Why trust COLETEK for your Lower Hunter Valley needs? Our reputation is built on trust, earned over years of working hand-in-hand with local businesses in and around Woodville. We're a company that's deeply rooted in this community, committed to giving back through sponsorship, volunteering, and mentorship programs that support the next generation of entrepreneurs. Innovation is at the heart of everything we do We believe that innovation is what sets successful businesses apart from those that stagnate. At COLETEK, we're constantly evolving our expertise to stay ahead of the curve, ensuring that your business has access to the latest tools, technologies, and strategies to maintain a competitive edge. Here's where COLETEK really shines: local presence, nationwide capabilities So if you're looking for a trusted partner that truly understands the Woodville, Lower Hunter Valley community – one that can bring in national expertise while staying deeply rooted in your backyard – we invite you to explore how we can help drive your business forward. Contact Us