AI & Machine Learning Services for Belmore 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 Belmore 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 Belmore 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 Belmore 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.

At COLETEK, we're proud to serve businesses across Belmore, New South Wales, Australia, with our multidisciplinary approach to engineering and product development. Since 2001, we've built a reputation as trusted innovators, empowering local companies like yours to thrive in today's complex markets. Based in Belmore, New South Wales, Australia, we're uniquely positioned to understand the challenges you face, from developing new products to improving operational efficiency. Our team of experts draws on extensive experience across a broad range of industries, allowing us to collaborate effectively and bring fresh perspectives to your projects. Whether you're working on developing cutting-edge technology or streamlining manufacturing processes, our capability can help drive results. As a leading Australian engineering and product development company, we're committed to providing reliability, collaboration, and expertise that you can count on. We operate throughout Australia, including Belmore, New South Wales, Australia, and have established strong partnerships with local businesses, governments, and organizations. Our ultimate goal is to help your business succeed by partnering with you to build innovative solutions that meet your specific needs. By leveraging our collective strengths, we can address the unique challenges faced by companies in Belmore, New South Wales, Australia, and beyond. Whether you're looking to launch new products, improve operational efficiency, or stay ahead of the competition, COLETEK's capabilities are designed to support your strategic objectives. So why choose COLETEK for your business needs in Belmore, New South Wales, Australia? It's simple: our team is dedicated to delivering world-class solutions that meet your specific requirements. As a multidisciplinary engineering and product development company, we're proud of our reputation as trusted innovators – trusted by businesses like yours across Belmore, New South Wales, Australia. Ready to embark on your next project with COLETEK? Let's build something remarkable together.