AI & Machine Learning Services for Navigators 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 Navigators 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 Navigators 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 Navigators 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 dynamic hub of commerce and industry, the region around Navigators, Victoria, Australia presents unparalleled opportunities for businesses to thrive. With COLETEK, your organization can now count on a trusted partner that brings together years of innovation, national expertise, and multidisciplinary engineering know-how. Since our founding in 2001 as a multidisciplinary Australian engineering and product development company, we've built a reputation for delivering bespoke solutions that meet the unique needs of businesses like yours. Operating throughout Australia, including Navigators, Victoria, Australia, we pride ourselves on fostering strong relationships with clients from various sectors. Our deep understanding of the local ecosystem allows us to tailor our assistance to the distinct challenges you face in this region. Whether you're looking to improve operational efficiency or advance your product development capabilities, COLETEK is dedicated to supporting your success. As a reliable extension of your team, we're committed to collaboration and reliability. Our diverse expertise spans multiple disciplines, ensuring that we can address an array of challenges facing businesses in Navigators, Victoria, Australia. By leveraging our collective skills and experience, we can help you overcome technological hurdles, optimize processes, and unlock new opportunities for growth. At COLETEK, we're passionate about empowering local businesses to achieve their full potential. As a trusted partner, we're well-positioned to provide guidance on the adoption of innovative technologies, the development of cutting-edge products, and the enhancement of operational performance. Our team operates at the forefront of engineering and product development, ensuring that your organization remains ahead of the curve in an increasingly competitive landscape. If you're looking for a trusted partner to support your business in Navigators, Victoria, Australia or beyond, look no further than COLETEK. We invite you to explore the capabilities we bring to the table and discover how our multidisciplinary expertise can benefit your organization.