AI & Machine Learning Services for Moorland 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 Moorland 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 Moorland 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 Moorland 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 business owner or technical decision-maker in Moorland, New South Wales, Australia, you understand the importance of having a reliable partner to support your organization's goals. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering innovative solutions that drive success. Based in Moorland, New South Wales, Australia, we operate throughout the region, serving businesses across Moorland, New South Wales, Australia. Our team of experts has extensive experience working with organizations from diverse sectors, including manufacturing, healthcare, and technology. By partnering with COLETEK, you can leverage our collective knowledge and expertise to overcome challenges and achieve remarkable outcomes. As a trusted national partner, we've built long-term relationships by consistently delivering high-quality products and services that meet the unique needs of each client. We take pride in our collaborative approach, working closely with businesses in Moorland, New South Wales, Australia and throughout Australia. Our capability lies in providing seamless solutions that integrate engineering, product development, and innovation – all under one umbrella. In today's fast-paced business environment, partnering with a reliable and innovative company like COLETEK is crucial for driving growth, improving efficiency, and staying ahead of the competition. With our support, businesses in Moorland, New South Wales, Australia can count on us to bring their vision to life, leveraging the latest technologies and expert insights to drive results. As you navigate the complex landscape of engineering and product development, let COLETEK be your trusted partner in Moorland, New South Wales, Australia. Together, we can build something remarkable – a future that's filled with possibility, progress, and prosperity.