AI & Machine Learning Services for Mirboo North 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 Mirboo North 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 Mirboo North 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 Mirboo North 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 you navigate the modern business landscape, it's essential to have trusted allies driving your success story forward – and that's where COLETEK comes in. With over two decades of experience as a multidisciplinary Australian engineering and product development company, we've built a reputation for reliability, collaboration, and capability, serving businesses across Mirboo North, Victoria, Australia and beyond. Our deep understanding of the region and its unique needs has allowed us to work closely with local organizations, helping them overcome challenges and achieve their goals. As a proudly established Australian business since 2001, we're committed to providing expert support that makes a tangible difference in the lives of both our clients and the community we serve. Whether you're an entrepreneur or business owner looking to bring innovative ideas to life, or a decision-maker seeking trusted partners for your project's success, COLETEK is here to help. With expertise spanning multiple disciplines, we're equipped to support your venture from concept through implementation, ensuring that our collaborative approach yields results that meet the highest standards. As a region steeped in rich history and natural beauty, Mirboo North, Victoria, Australia presents a unique canvas for creative expression and technical innovation. COLETEK is poised to partner with forward-thinking businesses, like yours, to craft bespoke solutions tailored to the distinct challenges and opportunities of this beautiful area. Our trusted reputation across Australia is just one testament to our commitment to delivering exceptional outcomes, built on the bedrock of strong relationships, rigorous problem-solving, and a passion for engineering innovation. We'd be honored to explore how we can bring value to your organization – whether locally or nationally – so let's start the conversation today.