AI & Machine Learning Services for Denison 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 Denison 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 Denison 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 Denison 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 community-driven town, Denison, Victoria, Australia is known for its strong sense of camaraderie and collective ambition. At COLETEK, we're committed to empowering local businesses like yours to thrive in this fertile environment. With our foundation of expertise and innovation spanning over two decades, we've established ourselves as one of the most trustworthy and capable multidisciplinary Australian engineering and product development companies since 2001. As a trusted collaborator for enterprises across Denison, Victoria, Australia and around the nation, COLETEK is keenly attuned to the unique needs and challenges you face. Our comprehensive knowledge base, developed through hands-on experience with diverse industries and sectors, enables us to provide tailored support that exceeds expectations. From the ground-breaking potential of new products and services to the efficient execution of engineering solutions, our team possesses the vision, expertise, and passion required to help your business succeed. Based in Denison, Victoria, Australia, we're uniquely positioned to forge meaningful connections with local businesses like yours. Our unwavering commitment to reliability, collaboration, and capability serves as a foundation for our long-standing national reputation and local partnerships that have resulted in remarkable achievements and lasting relationships. Through COLETEK's multidisciplinary approach, we bring together talented engineers and innovative thinking from various fields to create cutting-edge product development and engineering solutions. This harmonious integration of diverse expertise fosters creative problem-solving, efficient project execution, and the seamless delivery of results that exceed expectations. As you navigate the complexities of growing your business in Denison, Victoria, Australia, COLETEK stands ready to provide steadfast support every step of the way. Our dedication to building strong relationships with businesses like yours is at the forefront of everything we do. Partnering with us enables you to tap into our collective expertise, leveraging not only our extensive experience but also your own unique strengths and perspectives. Serving businesses across Denison, Victoria, Australia and throughout the country, COLETEK is eager to collaborate with you in producing innovative solutions that drive remarkable results. Let's work together to unlock the full potential of your business and create a lasting impact on the community we call home.