AI & Machine Learning Services for Belford 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 Belford 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 Belford 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 Belford 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, we at COLETEK are committed to supporting businesses throughout Australia, including those based in the vibrant community of Belford, New South Wales, Australia. Our team has a wealth of experience in delivering reliable solutions that meet the unique needs of each industry. At COLETEK, we pride ourselves on our ability to collaborate with clients from diverse backgrounds and sectors, providing tailored services that cater to their specific requirements. While many might view product development as complex or daunting, we believe it's an essential component of driving innovation and growth for local businesses like those in Belford, New South Wales, Australia. Our expertise spans the entire spectrum of engineering and product development, from concept design through to manufacturing and testing. We operate throughout Australia, including in Belford, New South Wales, Australia, where we've helped numerous organizations overcome challenges and seize opportunities for growth. By leveraging our capabilities and local knowledge, businesses like yours can tap into the benefits of our multidisciplinary approach. When it comes to engineering and product development, COLETEK is a trusted partner that can help you drive progress in your business. Our innovative spirit, combined with a deep understanding of the needs of companies based in Belford, New South Wales, Australia, makes us an invaluable asset for any organization seeking to elevate its operations. Whether your business requires cutting-edge product design, process improvements, or strategic solutions, we're committed to helping you achieve your goals. By doing so, we can help stimulate growth and prosperity throughout this dynamic region of Belford, New South Wales, Australia.