At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located forDunolly 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 Dunolly 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 Dunolly 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 Dunolly Together
If you're based in forDunolly 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 Dunolly Experience!
Information About Dunolly
Serving the Heart of the Upper Hunter Valley: COLETEK in Dunolly, NSW
Dunolly, a thriving town situated in Australia's picturesque Upper Hunter Valley, is an excellent example of rural Australia at its finest. With a rich history and natural beauty, it's no wonder this area has become a popular destination for tourists and locals alike. At COLETEK, we're dedicated to supporting local businesses and communities like Dunolly, using our expertise to drive growth and prosperity.
As a trusted Australian company with national reach, we understand the importance of building strong relationships with local stakeholders. Our team has years of experience working with clients across various industries, providing tailored solutions that cater to their unique needs. Whether you're an established business or just starting out, our commitment to innovation and trust means you can rely on COLETEK for dependable support.
What sets us apart is our genuine local presence in areas like Dunolly, Upper Hunter Valley, New South Wales, Australia. We believe it's essential to have a deep understanding of the local culture, economy, and community, allowing us to provide tailored expertise that truly makes a difference. This hands-on approach has earned us a reputation as a trusted partner for businesses looking to thrive in these communities.
Our team is passionate about empowering local entrepreneurs and helping them achieve their goals. Whether you're looking to expand your operations, improve your online presence, or simply grow your business, we have the expertise and resources to support you every step of the way. As a valued member of our community, we'll work closely with you to develop strategies that drive results.
We take pride in being an Aussie company through and through, working in harmony with local businesses like yours. When you partner with COLETEK, you can be confident that you're getting the very best support from a team that truly understands your needs and wants. Don't settle for anything less - choose a local expert who has your back every step of the way.
Contact UsAI & Machine Learning Services for Dunolly – Our Clients: Big Brands & Small Businesses
AI & Machine Learning Services for Dunolly – Amazing Customer Testimonials
COLETEK have provided one to one communication throughout the development process and gone above and beyond in bringing our ideas closer to becoming a reality! Luke's expertise and knowledge with computer software and electronics is Jedi like, but what I liked most about working with him was his willingness and ability to think outside of the box.
Intuitive, innovative & efficient are three words that would appropriately describe the COLETEK service. Luke and the team at COLETEK have taken our concepts to the next level.
Founded in 2001, we are a multiple award winning, highly experienced multidisciplinary company specialising in lean product development through rapid prototyping - transforming ideas from concept to life. Our industry-leading team combines deep expertise, cutting-edge technology, and advanced equipment to validate emerging ideas—transforming them into market-ready hardware and software solutions.
Our experience dates back to the 1990s with ANU "Robotics Systems Lab", CSIRO, NICTA (aka Data61), Seeing Machines, Location Aware Technologies, and Hemisphere GPS (aka BEELINE). For over 10 years now, we've been focused on validating R&D and taking ideas to commercialisation.
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Servicing worldwide, notably:
Australia, USA, UK, Europe and UAE