AI & Machine Learning Services for Dunolly 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 Dunolly 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)

• 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 Dunolly 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.

At COLETEK, we've been proudly serving businesses across Dunolly, Victoria, Australia and throughout the country since 2001. As a multidisciplinary Australian engineering and product development company, our team has established a reputation for delivering innovative, tailored solutions that drive growth and improvement. Based in Dunolly, Victoria, Australia, we've developed a deep understanding of the local industry landscape and are committed to supporting businesses like yours. As a trusted partner, COLETEK brings together the brightest minds from diverse engineering disciplines, leveraging our collective knowledge and expertise to address even the most complex challenges. Our collaborative approach ensures that your unique needs are met with bespoke solutions, built on a foundation of reliability, trust, and open communication. Operating throughout Dunolly, Victoria, Australia and beyond, we've earned a reputation for being a company that listens, understands, and innovates. When it comes to engineering and product development in Dunolly, Victoria, Australia – or anywhere else – businesses require a reliable partner they can count on. COLETEK fills this gap by delivering expert solutions that meet the specific needs of local industries, from manufacturing to agriculture and beyond. Our team has a proven track record of success, built on years of experience serving businesses across Dunolly, Victoria, Australia. COLETEK is more than just an engineering partner – we're a trusted advisor and collaborator. As your trusted partner in Dunolly, Victoria, Australia, we'll work closely with you to understand your goals, challenges, and aspirations. Together, we'll create innovative solutions that drive business growth, improve efficiency, and enhance competitiveness. If you're looking for a reliable, locally-based engineering partner in Dunolly, Victoria, Australia who can provide the expertise, innovation, and guidance you need to succeed, look no further than COLETEK. We're excited to bring our capabilities to your doorstep and help you navigate the complexities of product development and engineering. Let us show you what we can do!