AI & Machine Learning Services for Barnadown 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 Barnadown 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 Barnadown 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 Barnadown 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 the beating heart of Victoria's manufacturing sector, Barnadown is a hub of innovation and industry. At COLETEK, we're proud to be a trusted partner for local businesses looking to drive growth, improve efficiency, and stay competitive in today's fast-paced market. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, our team of experts is dedicated to supporting companies throughout Barnadown, Victoria, Australia and across the nation. Our reputation for delivering innovative, reliable solutions has earned us a trusted position within the local business community. By combining cutting-edge technology with the expertise of our talented engineers and problem-solvers, we empower organizations like yours to achieve their goals while staying ahead of the curve. Whether you're looking to optimize operations, develop new products, or overcome specific challenges, COLETEK is committed to serving businesses across Barnadown, Victoria, Australia with tailored solutions that meet your unique needs. At the core of our approach is a deep understanding of the complexities and nuances of engineering product development. By working closely with you to understand your vision, goals, and constraints, we collaborate to design, develop, and deliver game-changing solutions that exceed expectations. With COLETEK as your partner, you can rest assured that our expertise will be brought to bear in support of your project or program – from inception to final product or service. Throughout Barnadown, Victoria, Australia and beyond, businesses trust COELTEK for our unwavering commitment to reliability, collaboration, and capability. Whether you're seeking to strengthen your competitive edge, improve product quality, or optimize processes, we invite you to join forces with us in driving success. Leveraging our extensive experience and innovative approach, we'll work together to create remarkable results that leave a lasting impact on the local economy.