AI & Machine Learning Services for Isabella 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 forIsabella 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 Isabella 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 forIsabella 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 Home in Isabella: COLETEK's Commitment to Local Excellence

Isabella, a charming town in the Central Tablelands of New South Wales, Australia, is where tradition meets innovation, and community spirit shines bright. In this picturesque region, people connect with their heritage while embracing progress. As locals ourselves, we understand the value of a strong sense of place. That's why COLETEK is proud to call Isabella home – not just a national business partner for local enterprises, but an integral part of the community fabric. For decades, our company has been a trusted name across Australia, serving businesses from coast to coast. Our roots run deep in each locale, fostered by a culture of hard work, commitment to quality, and genuine care for those we serve. As we partner with entrepreneurs and leaders like you, we prioritize understanding the unique needs of this beloved region. By doing so, we amplify the collective impact of our collaboration. At COLETEK, local presence isn't just about being physically close; it's about actively engaging with Isabella's heartbeat – from supporting charitable initiatives to participating in regional development projects. In the world where face-to-face connections matter most, our dedicated team is always ready to lend a helping hand, share expertise, or simply offer a friendly ear. By choosing COLETEK as your reliable business ally, you'll be working alongside an Australian company that truly comprehends this rich landscape. Our team members hail from this very region, so we're deeply invested in ensuring the prosperity of local businesses and communities alike. That's why we're constantly innovating – adapting to the evolving rhythms of this wonderful place. As Isabella continues to flourish, our commitment remains unwavering: helping you build a successful enterprise that resonates with this community's values. Trust COLETEK to be your trusted partner in the Central Tablelands. Together, let's cultivate a brighter future for all stakeholder groups in and around Isabella – people, businesses, and nature alike. Contact Us