AI & Machine Learning Services for Thule 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 forThule 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 Thule 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 forThule 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.

Strengthening Thule, Murray & Riverina's Business Pulse

Located in the heart of New South Wales, Australia, Thule, Murray & Riverina is a thriving region that relies heavily on the resilience and determination of our local businesses. As a trusted Australian company with a deep understanding of this area, COLETEK has been proudly serving as a cornerstone of support for these community-driven enterprises.

With a presence that spans the nation, COLETEK has built a reputation for delivering tailored solutions that meet the unique needs of regional businesses like those in Thule, Murray & Riverina. Our extensive experience working within this area has honed our ability to navigate the challenges and opportunities presented by this richly diverse region.

We believe that trust is the foundation upon which strong relationships are built, and we're committed to fostering a deep understanding of our clients' needs. COLETEK's team is comprised of locally grown professionals dedicated to helping Thule, Murray & Riverina's businesses thrive in every sense, from fostering innovation to providing unwavering support.

What sets us apart is our unyielding commitment to being there for the people and businesses that call this area home. We're not just a national company operating in Thule, Murray & Riverina – we're a trusted ally that understands the intricacies of regional business life.

Through thick and thin, we've earned the confidence of our clients by consistently delivering exceptional results and showcasing genuine enthusiasm for the region's growth and progress. Whether you have an established enterprise or are just starting your entrepreneurial journey in Thule, Murray & Riverina, you can count on COLETEK to provide the expertise, guidance, and support necessary to propel your business forward.

So why wait? Let us share our passion for serving businesses in Thule, Murray & Riverina. Explore how we can help drive your success today – contact us at Contact Us.