AI & Machine Learning Services for Watton 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 forWatton 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 Watton 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 forWatton 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.

Expert Support for Your Business in Watton, Central Tablelands

In the heart of New South Wales, Australia, lies the charming town of Watton, nestled in the picturesque Central Tablelands region. COLETEK is proud to be a trusted Australian company that has been supporting local businesses and communities like yours for years.

With our expertise and national reach, we understand the unique challenges and opportunities present in Watton and its surrounding areas. Our team takes the time to get to know your specific needs and goals, providing tailored solutions to help you thrive in this beautiful region.

As a local business ourselves, we grasp the importance of community engagement and believe that giving back is crucial for long-term success. That's why we're committed to collaborating with like-minded entrepreneurs and professionals who share our passion for helping businesses grow and flourish in Watton, Central Tablelands.

At COLETEK, innovation is key to driving positive change. We continuously invest in the latest technologies and methodologies to ensure that your business stays ahead of the curve. By drawing on our wealth of expertise and national resources, we empower local businesses to reach new heights in this unique corner of Australia.

We take pride in being a trusted partner for your business, fostering long-term relationships built on trust, integrity, and open communication. In Watton, Central Tablelands, we're committed to supporting the fabric of our community by helping entrepreneurs like you build strong foundations for lasting success.

Whether you're just starting out or looking to take your business to the next level, COLETEK is here to provide the support and guidance you need to excel in Watton, Central Tablelands. Let's work together to create a brighter future for local businesses like yours!Contact Us