At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Darkwood 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 Darkwood 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)
Why AI & Machine Learning Services for Darkwood Clients Choose COLETEK
- 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.
Let’s Build Practical AI & Machine Learning Services for Darkwood Together
If you're based in for Darkwood 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.
We have long-standing AI & Machine Learning Services for Darkwood Experience!
Engineering Excellence in Darkwood, New South Wales, Australia
In the heart of Darkwood, New South Wales, Australia, a small but vibrant community is home to some of the most innovative and ambitious businesses you'll find anywhere. As these companies strive for excellence, they need trusted partners who can help them bring their vision to life. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001.
COLETEK has earned a reputation as one of Australia's most reliable and capable engineering companies, with a track record of delivering cutting-edge solutions that exceed client expectations. Our experience spans multiple disciplines, from mechanical and electrical engineering to software development and beyond. With COLETEK on your team, you can trust that whatever challenge you're facing, we've got the expertise and innovation to help you overcome it.
As a business in Darkwood, New South Wales, Australia, or anywhere across this great country, you deserve access to world-class engineering and product development resources. That's why COLETEK is dedicated to supporting businesses just like yours – from startups to long-established players – to help them drive growth, boost productivity, and succeed in their markets.
We're not just a company; we're partners who take the time to understand your unique needs and challenges. We collaborate with you every step of the way, ensuring that our solutions are tailored to your specific requirements, and that your goals are achieved in the most effective and efficient manner possible.
Based in Darkwood, New South Wales, Australia, COLETEK operates throughout this region, serving businesses across Darkwood, New South Wales, Australia, with a commitment to excellence, reliability, and exceptional customer service. Whether you're seeking engineering expertise for a new product or solution, or simply looking for trusted partners who can help your business thrive – we're here to support you every step of the way.
So why settle for anything less than the best? Let COLETEK help you take your business to the next level. Our team is ready to collaborate with yours and deliver outstanding results that drive success in Darkwood, New South Wales, Australia – and beyond. Contact us today!
