AI & Machine Learning Services for Spring Plains 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 forSpring Plains 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 Spring Plains 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 forSpring Plains 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 trusted partner for Spring Plains businesses: COLETEK's roots run deep in Central West Slopes, New South Wales, Australia

Spring Plains, a thriving community on the Central West Slopes of New South Wales, Australia, is a place where people come together to cultivate their passions and shape the region's future. At COLETEK, we're proud to be part of this fabric, supporting local businesses and organizations with our expertise and commitment to excellence.

With our headquarters situated in Spring Plains, Central West Slopes, New South Wales, Australia, we have a deep understanding of the unique challenges and opportunities that face the region's entrepreneurs, farmers, and community leaders. This local perspective allows us to develop tailored solutions that address the specific needs of our clients, empowering them to thrive in an ever-changing environment.

COLETEK is more than just a business consultancy; we're a trusted partner for those who share our values of innovation, integrity, and community spirit. Our team consists of experienced professionals with a proven track record of delivering results-driven strategies that drive growth, improve efficiency, and create value.

We're proud to be an Australian company, committed to supporting local businesses and communities in Spring Plains, Central West Slopes, New South Wales, Australia. We believe that our national reach and extensive expertise can provide a competitive edge for local organizations looking to expand their horizons or stay ahead of the curve.

To achieve this, we focus on cultivating long-term relationships built on trust, communication, and mutual respect. Our commitment to innovation ensures that we're always at the forefront of industry trends and best practices, constantly refining our approaches to better serve the needs of our clients.

Whether you're a startup looking for guidance or an established business seeking fresh insights, COLETEK's local presence in Spring Plains, Central West Slopes, New South Wales, Australia makes us uniquely positioned to understand your unique challenges and opportunities. We're ready to partner with you to drive success and shape the region's future.