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 for Middle 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 for Middle 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.

At COLETEK, we're proud to serve businesses across Middle Brook, New South Wales, Australia with a range of innovative engineering and product development solutions. As a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability that resonates nationwide. Located in the heart of Australia, our roots run deep in the regional communities we support. We understand the unique challenges faced by businesses in Middle Brook, New South Wales, Australia, from the agricultural sector to manufacturing and beyond. And with our national reach, we're well-equipped to meet the diverse needs of local companies across industries. Our team of skilled engineers and product developers work closely with clients to identify and solve complex problems. We prioritize effective communication, building strong relationships built on trust and mutual respect. By combining technical expertise with deep industry knowledge, we help businesses navigate regulatory requirements, optimize operations, and stay ahead of the curve in an ever-evolving market. Whether you're looking to improve operational efficiency, develop new products or services, or expand your organization's capabilities, our team is dedicated to providing tailored support that addresses Middle Brook, New South Wales, Australia-specific challenges. As a trusted partner, we operate throughout the region, drawing on our national networks and infrastructure to deliver solutions that meet local needs. When you choose COLETEK, you gain access to cutting-edge expertise, innovative thinking, and a tested approach to engineering and product development that has served businesses across Middle Brook, New South Wales, Australia for years. We're committed to empowering your organization with the skills, resources, and support necessary to achieve success in today's fast-paced business landscape.