AI & Machine Learning Services for Barton 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 Barton 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 Barton 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 Barton 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.

Located in the heart of Canberra, Barton, Australian Capital Territory is a thriving precinct that embodies innovation and progress. As a leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is uniquely positioned to support businesses across Barton, Australian Capital Territory in their pursuit of excellence.

With over two decades of experience in designing and developing innovative products, we've built a reputation for reliability, collaboration, and capability that extends beyond Australia's capital city. Our national presence allows us to operate throughout the country, including in Barton, Australian Capital Territory, where we're committed to serving businesses across this vibrant community.

As a trusted partner for businesses of all sizes, COLETEK prioritizes understanding the unique challenges and opportunities faced by our clients in Barton, Australian Capital Territory. By leveraging our expertise in engineering and product development, we help local entrepreneurs, startups, and corporate leaders create innovative solutions that drive growth, improve efficiency, and enhance their competitive edge.

In today's fast-paced business environment, it's essential to have a trusted partner who can deliver exceptional results, while also fostering strong relationships built on trust, transparency, and open communication. At COLETEK, we believe that collaboration is key to achieving remarkable outcomes, which is why we take the time to understand our clients' objectives, goals, and motivations.

Our talented team of engineers, designers, and product developers brings a wealth of knowledge and expertise to the table, ensuring that our projects are always on track to meet or exceed our clients' expectations. Whether you're looking to develop a new product, optimize existing operations, or simply seeking strategic guidance, COLETEK is dedicated to delivering exceptional results that drive your business forward.

So why partner with COLETEK for your engineering and product development needs in Barton, Australian Capital Territory? Simply put, we're committed to serving our local clients with the same level of dedication, expertise, and passion that has earned us a reputation as one of Australia's most trusted and innovative engineering and product development companies.