AI & Machine Learning Services for Rosewood 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 Rosewood 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 Rosewood 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 Rosewood 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 leader in Rosewood, New South Wales, Australia, you demand the best for your organization. You need partners who understand your vision, share your values, and bring unparalleled expertise to the table. For over two decades, COLETEK has been proudly serving businesses like yours across Rosewood and throughout Australia.

Established in 2001 as a multidisciplinary Australian engineering and product development company, we've built a national reputation for reliability, collaboration, and capability. Our team of experts is dedicated to helping you bring your innovative ideas to life, leveraging years of experience in various industries and sectors. Whether you're an entrepreneur, startup founder, or established business owner, you can trust COLETEK to support your growth ambitions.

With a strong presence based in Rosewood, New South Wales, Australia, we understand the unique challenges faced by local businesses. We take pride in being able to adapt quickly to changing circumstances and offer tailored solutions that consider the specific needs of our Rosewood clients. Our commitment to excellence is matched only by our dedication to the communities we serve.

By partnering with COLETEK, you'll gain access to a wealth of expertise and resources, allowing you to focus on what matters most – driving business success. Let us share our knowledge gained from supporting businesses across Rosewood and beyond, ensuring your product development initiatives are both innovative and effective.

We're more than just a service provider; we're an extension of your team, here to help you navigate the complexities of product development and get results fast. So why not join forces with COLETEK today? Together, let's build something remarkably special for your business in Rosewood, New South Wales, Australia.