AI & Machine Learning Services for Home Rule 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 forHome Rule 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 Home Rule 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 forHome Rule 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 Local Communities in Home Rule, Central Tablelands, New South Wales, Australia

Home Rule, nestled in the heart of the Central Tablelands region, is a thriving community that embodies the spirit of rural Australia. As a trusted Australian company with deep roots in this area, COLETEK takes pride in its commitment to supporting local businesses and fostering meaningful connections within the community. For decades, our team has been dedicated to building strong relationships with business leaders, entrepreneurs, and residents alike. Our understanding of the unique challenges and opportunities faced by local stakeholders drives our tailored approach to meeting their needs and helping them grow. Whether it's through strategic consultations or practical solutions that streamline operations, we're passionate about empowering Home Rule's economic vitality. In a region where family-owned enterprises and small businesses are the backbone of the economy, COLETEK is committed to being an active partner in their success stories. Our national reach and extensive experience working with organizations across Australia allow us to bring world-class expertise and best practices to our local engagements. This unique blend of small-town charm and global connections enables us to create bespoke solutions that resonate deeply with the Home Rule community. When it comes to trust, COLETEK has earned a reputation for being steadfast in its word, reliable in its actions, and loyal to the local businesses and residents we serve. Our commitment to innovation and technology ensures that our support is always grounded in the latest research and expertise. This unwavering dedication to excellence has allowed us to build lasting relationships with esteemed organizations, entrepreneurs, and community leaders throughout Home Rule. As a truly local business ourselves, COLETEK understands the critical importance of strong roots in this vibrant community. Our team members are actively involved in various initiatives that bolster local growth, such as mentorship programs for start-ups and collaborations with influential industry bodies. By investing in the prosperity of our town and surrounding areas, we're crafting a brighter future for generations to come.

Join us

Contact Us