AI & Machine Learning Services for Sedgefield 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 Sedgefield 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 Sedgefield 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 Sedgefield 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 decision-maker in Sedgefield, New South Wales, Australia, you deserve to work with a team that understands your unique needs and challenges. Since 2001, COLETEK has been proud to serve businesses across Sedgefield, New South Wales, Australia, providing innovative engineering and product development solutions that drive results. Our multidisciplinary approach combines the expertise of experienced engineers, designers, and project managers from various industries. This synergy enables us to tackle complex projects with ease, often faster and more cost-effectively than specialized firms. With COLETEK by your side, you can count on reliable collaboration, cutting-edge thinking, and a commitment to delivering exceptional outcomes. As a trusted partner for businesses in Sedgefield, New South Wales, Australia, we recognize the importance of local support and understanding. We've worked tirelessly to develop deep knowledge of the regional landscape, from agriculture to manufacturing, and everything in between. This familiarity enables us to tailor our services to meet the distinct needs of your business, whether you're based in Sedgefield or operating throughout New South Wales. COLETEK's unwavering dedication to excellence has earned us a reputation as one of Australia's most respected engineering and product development companies. Our capabilities span multiple disciplines, from mechanical design and testing to electrical engineering and software development. We take the time to listen to your goals, challenges, and vision, then work closely with you to bring your ideas to life. In Sedgefield, New South Wales, Australia, you'll find COLETEK's team dedicated to delivering exceptional results, every time. When you choose us as your partner, you can be assured of our unwavering commitment to serving businesses across Sedgefield, New South Wales, Australia with the highest level of expertise and professionalism.