AI & Machine Learning Services for Rocky Plain 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 for Rocky Plain 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 Rocky Plain 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 for Rocky Plain 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.

At COLETEK, we're proud to have been a trusted partner for businesses across Rocky Plain, New South Wales, Australia and throughout Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for reliability, innovation, and collaboration. Our team of experts is dedicated to helping local businesses overcome challenges and achieve their goals. For too long, businesses in Rocky Plain have faced the same old problems: inadequate resources, lack of expertise, or insufficient funds to drive innovation forward. That's where COLETEK comes in – we're based in Rocky Plain, New South Wales, Australia, so we understand the unique needs and challenges of this region. By leveraging our national network and expertise, we can bring a fresh perspective and cutting-edge solutions to your doorstep. At COLETEK, we don't just engineer products – we also design and develop systems, processes, and strategies that help businesses thrive. Whether you're looking for support in product development, process optimization, or project implementation, we've got the capability and expertise to drive success. Our team works closely with clients to understand their goals and aspirations, then deploys our engineering prowess to turn those ambitions into reality. As Rocky Plain continues to grow and evolve, it's essential for local businesses to stay ahead of the curve. By partnering with COLETEK, you'll gain access to a wealth of knowledge, experience, and resources that can help you navigate the complexities of innovation. We're not just a company – we're your trusted collaborators in building something remarkable. Ready to take the next step? Let's build something remarkable together.