AI & Machine Learning Services for Argyle 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 forArgyle 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 Argyle 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 forArgyle 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 True Partner for Argyle's Thriving Businesses: COLETEK

Situated in the picturesque Northern Tablelands of New South Wales, Australia, Argyle is a hub of local entrepreneurship and innovation. At its heart lies a strong sense of community, with residents and business owners alike working together to build a thriving region. In this inspiring environment, COLETEK has established itself as a trusted ally for Argyle's businesses, providing exceptional support and guidance every step of the way. As an Australian company with a national reach, we take pride in our rich history and heritage. For over [number] years, COLETEK has been dedicated to empowering local businesses just like yours, fostering growth and development across the Northern Tablelands region. Our team is committed to understanding your unique needs, offering tailored solutions that meet the specific demands of Argyle's dynamic marketplace. COLETEK's unwavering commitment to trust is built on our long-standing reputation for reliability, transparency, and integrity. We believe in cultivating genuine relationships with our clients, based on open communication and mutual respect. By partnering with us, you can be assured that your business will receive personalized attention from a team who truly cares about its success. As leaders in innovation, we're constantly looking for ways to improve and adapt to the ever-changing needs of businesses in Argyle. Our expertise spans [range of industries/sectors], allowing us to offer a broad range of services that cater to your specific requirements. From business strategy and planning to digital marketing and operations management, COLETEK is equipped to support you at every stage of your growth journey. What sets us apart, however, is our deep appreciation for the unique characteristics of Argyle's business community. We understand the importance of fostering grassroots connections, leveraging local networks, and embracing regional strengths. Our roots are firmly planted in this beautiful part of the world, and we're dedicated to working alongside you to build a brighter future. Now, it's time to take your business to the next level! Whether you're looking for guidance on expansion strategies, seeking expertise in digital transformation, or simply wanting to explore new opportunities for growth, COLETEK is here to help. As your trusted partner, we invite you to join us in our shared vision of a thriving Argyle, where every business can flourish. Contact Us