AI & Machine Learning Services for Pipeclay 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 forPipeclay 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 Pipeclay 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 forPipeclay 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.

Local Expertise, National Reach: COLETEK's Commitment to Pipeclay and Beyond

In the heart of New South Wales' picturesque Mid North Coast, lies the charming town of Pipeclay. As a local business with national presence, COLETEK is proud to serve this thriving community and beyond.

We're not just a company – we're your neighbors. With an unshakeable commitment to building strong relationships with regional businesses like yours, you can trust us to provide expert advice and unwavering support every step of the way. Our extensive experience in facilitating business growth spans decades, making us an integral part of Pipeclay's economic fabric.

As a trusted Australian company, we understand the unique challenges and opportunities that come with operating in regional areas like Pipeclay. Rest assured, our localized approach means you'll receive customized solutions tailored to your specific needs – no generic templates or cookie-cutter approaches here! By leveraging cutting-edge innovation and good old-fashioned Mid North Coast ingenuity, together we can drive growth, enhance efficiency, and position your business for long-term success.

So why choose COLETEK? Simple: it's the culmination of national expertise, regional insight, and a passion for empowering local businesses. Unlike larger corporations with faceless headquarters or fly-by-night consultants, we're rooted in Pipeclay's culture and dedicated to helping its community thrive. By partnering with us, you'll benefit from:

a deep understanding of Mid North Coast industry dynamics

proven strategies for overcoming regional challenges

nationwide connections and market insights

a commitment to your success that knows no bounds

If you're ready to take your Pipeclay-based business to new heights, let's get started. At COLETEK, we're as committed to our community as we are to delivering world-class results.