AI & Machine Learning Services for Wingen 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 forWingen 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 Wingen 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 forWingen 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.

Discover the Power of Local Support: COLETEK in Wingen, Upper Hunter Valley, New South Wales, Australia

As you drive through the picturesque landscape of Wingen, Upper Hunter Valley, New South Wales, Australia, it's not hard to feel a sense of community and connection to this thriving region. With its rich history, stunning natural beauty, and strong sense of pride, the Upper Hunter Valley is an area that truly embodies the spirit of country life. At COLETEK, we're proud to be part of this vibrant community. As a trusted Australian company with a national reach, we understand the importance of supporting local businesses and communities like Wingen. Our team has years of experience working closely with residents, farmers, and entrepreneurs to help them achieve their goals and overcome challenges. What sets us apart is our commitment to trust, innovation, and local presence. We're not just a faceless corporation; we're a group of dedicated professionals who live and work in the area, just like you. Our expertise spans multiple industries, allowing us to bring diverse perspectives and skills to the table. Whether you're looking for guidance on business growth strategies, market trends, or innovative solutions, our door is always open. We're passionate about empowering local businesses, farmers markets, and events that make Wingen a great place to live. Our goal is to create lasting relationships built on mutual respect, understanding, and a shared commitment to the well-being of the community. We believe in investing time, resources, and energy into projects that benefit our neighbors, friends, and fellow residents. As you navigate the Upper Hunter Valley, you'll notice the unique charm of Wingen's rolling hills, sun-kissed pastures, and lush forests. COLETEK is here to help you make the most of this incredible region. Let us share our expertise, creativity, and enthusiasm with you as we work together towards a brighter future for Wingen. So why wait? Come speak with one of our friendly experts today and discover how we can support your goals and aspirations. Visit our website or give us a call to schedule a meeting at a time that suits you. Contact Us