AI & Machine Learning Services for Lue 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 forLue 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 Lue 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 forLue 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.

Nurturing Growth in Lue, Central Tablelands: COLETEK's Commitment to Local Businesses

Lying at the heart of the picturesque Central Tablelands region is the quiet town of Lue, where community spirit and a strong sense of connection prevail. As a valued member of this friendly neighborhood, we at COLETEK are honored to support local businesses in their journey towards success.

With our headquarters nestled within Australia's borders, we take pride in being a trusted national player, boasting years of experience in fostering growth and resilience among companies across the country, including those in Lue. Our deep understanding of regional markets and unparalleled expertise enable us to craft tailored solutions that cater specifically to the unique needs of local entrepreneurs.

COLETEK's unwavering commitment to nurturing businesses in the Central Tablelands is deeply rooted in our values: trust, innovation, and a steadfast presence within our community. We recognize the vital importance of investing in regional development, driving economic progress, and empowering entrepreneurs to thrive – all while staying true to our Australian heritage.

In the face of uncertainty and ever-evolving market conditions, it's reassuring to know that there are trusted partners like COLETEK invested in the prosperity of Lue. We understand the distinct challenges faced by local businesses and are dedicated to providing guidance, mentorship, and actionable insights to help them overcome obstacles and seize opportunities.

Through our tireless efforts, we've established an esteemed reputation for being a reliable ally and trusted advisor among business stakeholders within Lue and beyond. Our dedication is rooted in the understanding that local success has far-reaching implications for the betterment of our community.

We sincerely believe that empowering entrepreneurs and small business owners in the Central Tablelands region to achieve their full potential is essential for driving growth, creating jobs, and enriching the overall quality of life in Lue. As your trusted partner, COLETEK remains committed to fostering a culture of collaboration, innovation, and mutual support – all within the heart of our beloved community.