AI & Machine Learning Services for Craven 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 Craven 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 Craven 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 Craven 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.

Pioneering engineering and product development solutions for Craven, New South Wales, Australia since 2001, COLETEK is dedicated to delivering exceptional results and trust-building experiences that exceed clients' expectations. Renowned for our multidisciplinary expertise, innovative approaches, and national reputation for reliability, we're proud to operate throughout the region, providing tailored support to businesses in Craven, New South Wales, Australia. Throughout its distinguished history, COLETEK has continuously evolved to meet the complex needs of Australian industries. By incorporating cutting-edge technologies, scientific principles, and manufacturing expertise, our team designs and develops innovative products that solve real-world problems. Our commitment to quality, collaboration, and capability has yielded a long-standing track record of success across various sectors. Headquartered in Craven, New South Wales, Australia, we maintain strong connections with local businesses, leveraging our expertise to drive growth, enhance competitiveness, and foster innovation. By partnering with us, you'll gain access to a wealth of know-how, allowing your organization to thrive in today's fast-paced and highly competitive environment. What sets COLETEK apart is our emphasis on building meaningful relationships with clients, backed by technical prowess and strategic thinking. Our approach ensures that we not only deliver high-quality products or services but also provide the guidance and support necessary for sustained success. When you choose COekte as your trusted engineering partner in Craven, New South Wales, Australia, you can rely on personalized attention, expert insight, and seamless collaboration to bring your objectives to fruition. From concept to market-ready solution, COLETEK stands ready to empower your organization with the capability to excel. Whether you require fresh insights for innovation or strategic guidance for growth, our dedicated team is well-positioned to tackle challenges facing businesses in Craven, New South Wales, Australia.