AI & Machine Learning Services for Stroud Road 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 Stroud Road 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 Stroud Road 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 Stroud Road 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 multidisciplinary Australian engineering and product development company established in 2001, we've had the privilege of serving businesses across Stroud Road, New South Wales, Australia. Our reputation as trusted innovators has earned us numerous collaborations with industries nationwide, making us the go-to solution provider for various sectors.

Innovative solutions tailored to unique needs have always driven our work ethic. Whether you're a local entrepreneur looking to disrupt the status quo or an established business seeking to expand your offerings, know that we'll be by your side every step of the way. Based in Stroud Road, New South Wales, Australia, our commitment is unwavering: we strive to deliver exceptional engineering and product development services that meet - if not exceed - expectations.

We're more than just engineers; we're problem-solvers armed with the ability to bridge the gap between vision and reality. Our team's collective expertise spans a broad range of disciplines, allowing us to tackle complex challenges and craft innovative solutions tailored to individual clients in Stroud Road, New South Wales, Australia. By fostering strong relationships built on trust, transparency, and regular communication, we empower businesses to overcome obstacles, adapt to changes, and drive growth.

As a national player with local roots, our expertise traverses various industries - and yet, every project is uniquely nuanced, reflecting the distinct needs of the region. We understand that no two organizations are alike; each requires customized support tailored to their Stroud Road, New South Wales, Australia-based operations. That's why we're dedicated to delivering reliable, collaborative, and capable solutions designed to meet local demands.

When faced with uncertainty or overwhelmed by the pace of innovation, businesses in Stroud Road, New South Wales, Australia need trusted partners who can bridge the gap between technology and practical implementation. At COLETEK, our door is always open to discuss your most pressing challenges - and work together to craft a path forward that yields tangible benefits.