AI & Machine Learning Services for Clunes 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 Clunes 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 Clunes 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 Clunes 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 proudly Australian company established in 2001, COLETEK has earned a reputation for delivering innovative solutions to businesses across the nation. Our multidisciplinary engineering and product development capabilities have enabled us to bridge the gap between vision and reality for clients in Clunes, Victoria, Australia, and beyond. With our boots firmly planted in the Australian market, we've developed deep knowledge of local industries, regulatory frameworks, and cultural nuances. Our team of experts is well-versed in navigating the complexities of operating throughout Clunes, Victoria, Australia, and we're committed to providing support that meets the unique needs of businesses in this region. From manufacturing and mining to agriculture and construction, our experience spans a broad range of sectors. By leveraging our collective expertise and innovative spirit, we empower clients to streamline operations, improve productivity, and achieve their long-term goals. As a trusted partner for businesses across Clunes, Victoria, Australia, COLETEK boasts an impressive track record of collaborating with local stakeholders, from startups to established enterprises. Our capability is built on a solid foundation of engineering excellence, cutting-edge product development, and a deep understanding of the Australian market. By combining these strengths, we've been able to drive success for clients across various industries. In Clunes, Victoria, Australia, COLETEK has established itself as a go-to partner for businesses seeking reliable support and innovative solutions. Our expertise spans multiple disciplines, including engineering, product design, and development. This breadth of capability enables us to approach complex challenges from diverse angles, ensuring that our clients receive tailored advice and world-class results. For businesses in Clunes, Victoria, Australia, looking to drive forward with confidence, COLETEK offers a unique blend of local insight, national scope, and global expertise. With our roots firmly planted in the Australian soil, we're committed to supporting the continued growth and prosperity of this region's business community.