AI & Machine Learning Services for Minnie Water 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 Minnie Water 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 Minnie Water 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 Minnie Water 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.

As a trusted national engineering and product development company based in Minnie Water, New South Wales, Australia, COLETEK has been a staple of innovative problem-solving for over two decades. With our multidisciplinary team's collective expertise and commitment to collaboration, we proudly serve businesses across Minnie Water, New South Wales, Australia and beyond. Since 2001, COLETEK has established itself as a go-to partner for local companies seeking reliable and capable engineering services. Our foundation in innovation and product development enables us to address complex challenges head-on, fostering strong relationships with clients throughout the region. As an integral part of Minnie Water, New South Wales, Australia's business landscape, we're dedicated to empowering the area's entrepreneurial spirit. By combining our national reputation with local insights, COLETEK provides unparalleled support tailored to Minnie Water, New South Wales, Australia's unique needs. Our team's extensive expertise spans various industries and sectors, allowing us to tackle a wide range of projects. We believe in working closely with clients to understand their specific requirements, leveraging our capabilities to deliver innovative solutions that drive success. As trusted advisors, we've had the privilege of playing a crucial role in Minnie Water, New South Wales, Australia's growth story. With our unwavering commitment to reliability and capability, COLETEK is an extension of your team – providing peace of mind knowing that your projects are in capable hands. Whether you're looking for expert guidance or innovative solutions, we're here to support your business from conception to completion. As a proud member of Minnie Water, New South Wales, Australia's community, we're committed to building long-lasting relationships and making a meaningful impact on the local economy. By partnering with us, you can trust that your project will receive the utmost attention, care, and dedication – allowing you to focus on what matters most: your business.