AI & Machine Learning Services for Woodrising 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 Woodrising 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 Woodrising 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 Woodrising 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.

Established in 2001, COLETEK has earned a reputation as a trusted and multidisciplinary engineering and product development company, providing exceptional support to businesses across Australia. With our strong presence throughout the nation, including in beautiful Woodrising, New South Wales, we're poised to help you overcome any challenges and achieve your goals. As a business owner or technical decision-maker in Woodrising, you rely on expert partners who understand your unique needs and can deliver tailored solutions. You want someone with a proven track record of reliability, collaboration, and capability – which is exactly what COLETEK brings to the table. Our depth of experience, combined with our commitment to innovation, enables us to tackle complex projects in various industries. Whether you're seeking innovative product development, cutting-edge engineering expertise, or technology-driven insights, we've got the collective know-how to help your Woodrising-based business thrive. With COLETEK, you can count on seasoned professionals who genuinely care about delivering exceptional results and building long-term relationships with their customers. We take pride in our ability to forge strong bonds between people, products, and services. Operating throughout Woodrising, New South Wales, Australia, and across the entire country, we're well-equipped to provide local expertise while drawing upon national resources whenever needed. Our versatility stems from our company's diverse capabilities, allowing us to tackle a wide range of projects and challenges in various sectors. We serve businesses across Woodrising, New South Wales, Australia by fostering a culture of trust, transparency, and innovation. By partnering with COLETEK, you gain access to a team that truly understands the nuances of operating in Woodrising, New South Wales, Australia. Our local knowledge is complemented by our national presence, ensuring we can effectively support businesses like yours. Together, let's unlock new opportunities for your organization – leveraging the best of what Woodrising, New South Wales, Australia, has to offer.