AI & Machine Learning Services for Argenton 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 Argenton 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 Argenton 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 Argenton 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 be a multidisciplinary Australian engineering and product development company with over two decades of experience. Since 2001, our team has been dedicated to delivering innovative solutions that drive success for businesses across Argenton, New South Wales, Australia, and throughout the country. As a trusted partner for local entrepreneurs and established organizations alike, we've built a reputation for reliability, collaboration, and capability. Our engineers are committed to understanding your unique challenges and developing tailored engineering and product development strategies that meet your specific needs. Whether you're looking to enhance efficiency, improve performance, or expand your offerings, we're here to help. Our expertise spans a broad range of industries and sectors, including manufacturing, healthcare, energy, and more. We've successfully supported businesses in Argenton, New South Wales, Australia, by leveraging our collective skills and experience to drive innovation and growth. From concept design to product realization, we take pride in delivering high-quality results that exceed expectations. At COLETEK, we believe that no two projects are alike, which is why we approach each partnership with a flexible and collaborative mindset. We're not limited by traditional boundaries or silos; instead, our multidisciplinary team integrates cutting-edge engineering and product development capabilities to create customized solutions for businesses operating in Argenton, New South Wales, Australia. As you navigate the ever-changing landscape of business, you can count on COLETEK as a trusted partner. We're dedicated to serving businesses across Argenton, New South Wales, Australia, by providing unparalleled expertise, innovative thinking, and exceptional service. If you're looking for a reliable collaborator that will help drive your organization's success, look no further.