AI & Machine Learning Services for Yarras 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 forYarras 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 Yarras 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 forYarras 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 Local Leader in Yarras, Mid North Coast: COLETEK Supports Your Business Growth

In the picturesque town of Yarras, nestled along the Mid North Coast of New South Wales, Australia, there's no shortage of stunning natural beauty and small-town charm. As a local business owner or entrepreneur, you understand the importance of community-driven growth and the need for innovative partners to help your venture thrive. COLETEK is that trusted advisor, with a deep understanding of the Yarras region and a national presence that can expand your reach. For over [Number] years, our team has been dedicated to empowering local businesses in Yarras and beyond. Our roots run deep within this community, with a vested interest in its prosperity. We believe that by working together, we can achieve remarkable things – from fostering entrepreneurship to driving economic growth. As a business partner, COLETEK is committed to supporting your unique needs, providing tailored solutions that adapt to the ever-changing landscape of Yarras and the national economy. Our nationwide presence translates seamlessly to our commitment in Yarras. We've developed strong relationships with local stakeholders, allowing us to navigate the region's complexities and deliver results that matter most to you. Whether you're just starting out or looking to take your business to new heights, our expert guidance will help you make informed decisions, leveraging our expertise from decades of experience across various industries. As a trusted Australian company, we pride ourselves on being at the forefront of innovation in Yarras and the broader Mid North Coast region. Our innovative spirit is fueled by a passion for learning, collaboration, and continuous improvement – ensuring that our valued clients receive cutting-edge solutions and unparalleled support. In Yarras, you'll find us actively involved in local initiatives and networks, building connections with like-minded entrepreneurs, community leaders, and government organizations. We recognize the importance of investing in the local ecosystem, from nurturing emerging talent to driving regional economic growth. If you're ready to unlock your business's full potential in Yarras or wish to explore opportunities beyond this picturesque town, we invite you to join forces with COLETEK. Our team is dedicated to delivering exceptional outcomes, empowering you to achieve more while staying true to your values and vision for the future. Contact Us