AI & Machine Learning Services for Dunkeld 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 Dunkeld 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 Dunkeld 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 Dunkeld 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.

Proudly established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company committed to delivering innovative solutions that support the growth and success of businesses in Dunkeld, New South Wales, Australia. Our reputation as a trusted partner has been earned through our unwavering dedication to excellence, collaboration, and reliability. Based in Dunkeld, New South Wales, Australia, COLETEK operates throughout Australia, serving businesses across this beautiful region with tailored engineering solutions that address their unique needs. With over two decades of experience, we have developed a deep understanding of the local business landscape, empowering us to provide targeted support that drives innovation and progress. As a trusted partner in Dunkeld, New South Wales, Australia, COLETEK is committed to helping businesses thrive by leveraging our expertise in engineering and product development. Our collaborative approach fosters strong relationships with our clients, ensuring that we deliver solutions that meet their specific needs and goals. By working together, we can achieve remarkable outcomes that propel your business forward. COLETEK's commitment to Dunkeld, New South Wales, Australia is evident in our passion for delivering exceptional results, every time. We operate independently, yet work closely with local businesses and organizations to drive positive change and growth. Our national presence allows us to serve clients across this region, providing unparalleled support that sets us apart from others. As a leading Australian engineering and product development company based in Dunkeld, New South Wales, Australia, COLETEK is uniquely equipped to support the diverse needs of local businesses. By leveraging our expertise, creativity, and collaboration, we empower clients to achieve their objectives, drive innovation, and succeed in today's rapidly evolving market.