AI & Machine Learning Services for Napoleons 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 Napoleons 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 Napoleons 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 Napoleons 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 in Napoleons, Victoria, Australia, you understand the importance of relying on trusted partners to drive your company's growth. At COLETEK, we have established ourselves as a multidisciplinary Australian engineering and product development company with over two decades of experience since our inception in 2001. With an unwavering commitment to innovation, reliability, and collaboration, we support businesses throughout Napoleons, Victoria, Australia and across the country. Our team of experts operates from our base in Napoleons, leveraging cutting-edge tools and techniques to deliver bespoke engineering and product development solutions that cater to your unique needs. Whether you're looking to improve your manufacturing processes, enhance customer experiences, or develop new products to stay ahead of the competition, COLETEK is dedicated to helping businesses based in Napoleons, Victoria, Australia achieve their goals. Our comprehensive approach encompasses multiple disciplines, including mechanical, electrical, and software engineering, allowing us to tackle a wide range of challenges. What sets us apart from other engineering and product development companies is our ability to understand the intricacies of your business and tailor our services accordingly. We take pride in cultivating long-term relationships with clients across Napoleons, Victoria, Australia by offering unparalleled expertise, adaptability, and commitment to excellence. At COLETEK, we believe that every successful project begins with a deep understanding of our clients' needs and aspirations. By collaborating closely with businesses in Napoleons, Victoria, Australia, we can craft solutions that drive meaningful results and foster growth. Our portfolio spans multiple industries, including but not limited to manufacturing, healthcare, energy, and technology. As a company operating throughout Napoleons, Victoria, Australia, we're well-versed in the unique challenges and opportunities present in your region. Rest assured that our team will work tirelessly to deliver outstanding results that meet your expectations. So why wait? Let COLETEK be your trusted partner in engineering and product development in Napoleons, Victoria, Australia. Join forces with us to build something remarkable together.