AI & Machine Learning Services for Middle Brook 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 forMiddle Brook 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 Middle Brook 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 forMiddle Brook 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.

A Reliable Technology Partner for Middle Brook Businesses

At COLETEK, we've built a national reputation as a trusted technology partner, serving businesses across Middle Brook, Upper Hunter Valley, New South Wales, Australia and beyond. Our story began with a shared vision: to help organisations unlock their full potential through innovative solutions and expert guidance. Over the years, we've honed our expertise in areas that matter most – reliability, collaboration, and customer-centricity. Based in Middle Brook, Upper Hunter Valley, New South Wales, Australia, COLETEK is uniquely positioned to understand the specific needs of local businesses. We take pride in being a valued partner for many companies throughout this region, providing them with comprehensive support to drive growth, improve efficiency, and increase profitability. What sets us apart is our commitment to understanding your unique business challenges and developing tailored solutions that meet your exact needs. Our team of experts remains up-to-date with the latest advancements in technology, ensuring you receive the most effective, reliable, and secure systems available. From initial consultation to implementation and ongoing support, we're dedicated to building strong relationships with Middle Brook businesses. As a trusted partner for your business, COLETEK offers unparalleled expertise and resources. We take time to understand your operations, identify areas for improvement, and implement solutions that drive tangible results. Whether you need assistance with IT infrastructure setup, system integration, or comprehensive technology management, we're here to provide guidance throughout every phase of the process. At COLETEK, our focus is on delivering exceptional service, leveraging innovative technologies, and fostering strong community ties. That's why we're proud to serve businesses in Middle Brook, Upper Hunter Valley, New South Wales, Australia – and all locations across this vast and diverse nation. If you're seeking a reliable technology partner that genuinely understands your needs and aspirations, look no further than COLETEK. To explore how our local expertise can benefit your business, contact us today: Contact Us