AI & Machine Learning Services for Myocum 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 Myocum 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 Myocum 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 Myocum 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.

Innovative engineering solutions don't have to be limited by geographical boundaries. At COLETEK, we're proud to operate throughout Australia, including right here in Myocum, New South Wales. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capability that extends from the southern coast of New South Wales all the way to the top end – and beyond.

It's this unique blend of technical expertise, creative problem-solving, and genuine people-centric approach that sets us apart. We take the time to understand your business goals, challenges, and aspirations, then leverage our collective knowledge to devise tailor-made engineering solutions that drive real results. Whether you're a local business looking for expert guidance on how to streamline operations or an entrepreneur seeking innovative product development support, we're here to help you navigate the complex landscape of modern industry.

As a trusted national partner, COLETEK understands the importance of staying close to our clients and their unique needs. That's why we're committed to building lasting relationships with businesses in Myocum, New South Wales, Australia and beyond. Whether you're looking to launch new products, optimize existing processes, or simply stay ahead of the curve, our team is well-equipped to deliver expert solutions that meet your specific requirements.

We take pride in being more than just an engineering company – we're a strategic partner for businesses like yours. We work collaboratively to bring your ideas to life, leveraging cutting-edge technologies and our collective expertise to drive meaningful impact. And with our national reach and extensive network of connections, you can be confident that your project will receive the attention it deserves – from concept to delivery.