AI & Machine Learning Services for Captains Flat 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 Captains Flat 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 Captains Flat 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 Captains Flat 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 based in 2001, COLETEK has established itself as a national leader in the Australian industry. With over two decades of expertise, we have successfully supported businesses across Captains Flat, New South Wales, Australia, offering tailored solutions to help them grow and thrive. Our team is dedicated to collaborating with local entrepreneurs and businesses operating throughout the region, providing expert engineering and product development services that cater to their unique needs and goals. By harnessing our collective knowledge, creativity, and skills, we strive to deliver exceptional results for every client, regardless of size or scope. Operating from Captains Flat, New South Wales, Australia, COLETEK remains committed to building long-term relationships with the community through reliability, integrity, and a steadfast commitment to delivering top-quality solutions. Whether your company is an existing player in the local marketplace or looking to expand into new areas, our expertise can help you overcome challenges and seize opportunities. As a trusted partner for countless businesses across Captains Flat, New South Wales, Australia, we empower local enterprises to remain competitive, drive innovation, and stay ahead of the curve. With COLETEK on your side, you can count on receiving proactive support, expert consultation, and tailored solutions designed to meet the specific needs of your business. Captains Flat, New South Wales, Australia is our home base, but our capabilities extend far beyond this picturesque community. We offer comprehensive services that cater to a wide range of industries, from manufacturing and logistics to healthcare and construction. Whether you need to improve operational efficiency, reduce costs, or drive growth, count on COLETEK to provide the innovative solutions and trusted guidance your business demands. By joining forces with COLETTEK, Captains Flat, New South Wales, Australia businesses can tap into a wealth of expertise, resources, and industry knowledge. Let us guide you through complex technical challenges, help you navigate regulatory hurdles, and optimize your operations for peak performance.