AI & Machine Learning Services for Deepwater 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 forDeepwater 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 Deepwater 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 forDeepwater 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.

Supporting Local Businesses in Deepwater, Northern Tablelands, New South Wales, Australia: COLETEK's Commitment to Community

Deepwater, a thriving community nestled in the heart of the Northern Tablelands, New South Wales, is a place where tradition and innovation blend seamlessly. As you navigate the picturesque main street, local shops, cafes, and services abound, showcasing the area's resilience and entrepreneurial spirit. At COLETEK, we take pride in being a trusted Australian company dedicated to supporting businesses like yours in this vibrant community. As we delve into our extensive experience and national reach, it's evident that COLETTEK is an extension of your local network – a partner you can rely on for guidance and support whenever the need arises. Our experts are well-versed in their respective fields, with a deep understanding of the intricacies involved in delivering exceptional outcomes to clients across Australia, including our beloved Deepwater. COLETEK's roots run deep in this country, with a proven track record of fostering successful partnerships. We're more than just a company – we're a trusted ally that will work tirelessly with you to achieve your goals and aspirations. Our local presence means that we're invested in the prosperity of communities like Deepwater, Northern Tablelands, New South Wales, Australia. You can rest assured that COLETEK approaches every project with unwavering professionalism and integrity. We're dedicated to staying at the forefront of innovation, continually refining our skills and expertise to ensure that our clients receive the most effective solutions possible, without exception. By choosing to partner with a homegrown company like COLETEK, you're investing in your local community's development and growth. We're committed to supporting entrepreneurs and business leaders in Deepwater, helping them navigate the challenges of today's competitive landscape while building for a brighter tomorrow. In conclusion, as you seek a trusted ally to help propel your business forward, consider partnering with COLETEK – a company that has deep roots in Australian soil. Our extensive experience, national reach, and unwavering commitment to supporting local businesses like yours make us the ideal choice for any organization looking to thrive in the Deepwater community. Contact Us