AI & Machine Learning Services for Yetholme 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 Yetholme 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 Yetholme 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 Yetholme 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.

For over two decades, COLETEK has been at the forefront of engineering and product development excellence in Australia. Our commitment to innovation, combined with our national reputation for reliability and trustworthiness, makes us an ideal partner for businesses across Yetholme, New South Wales, Australia. Headquartered in Yetholme since 2001, COLETEK has built a strong presence throughout the region, serving local businesses with unparalleled expertise and passion. As a trusted multidisciplinary engineering and product development company, we take pride in our ability to collaborate seamlessly with clients from diverse industries, from manufacturing and logistics to agriculture and more. At the heart of Yetholme, New South Wales, Australia, we understand the unique challenges and opportunities facing local businesses. With our team's collective experience spanning numerous sectors and technologies, we empower entrepreneurs and decision-makers with cutting-edge solutions tailored to their distinct needs. Whether you're seeking enhanced operational efficiency, innovative product design, or reliable manufacturing support, COLETEK stands ready to deliver unparalleled value. Our reputation for capability is built on a foundation of in-depth sector knowledge, flexible problem-solving, and forward-thinking collaboration. This approach has earned us the respect of numerous Australian businesses operating throughout Yetholme, New South Wales, Australia and beyond. With COLETEK by your side, you can rely on timely, effective, and expert guidance to drive growth, optimize processes, and stay ahead of the curve. So why settle for anything less? Partner with COLETEK, a trusted name in engineering excellence, and unlock the full potential of Yetholme, New South Wales, Australia. Let us leverage our multidisciplinary expertise, national reputation, and local presence to serve your business needs and ambitions.