AI & Machine Learning Services for Cowper 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 Cowper 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 Cowper 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 Cowper 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that meet the unique needs of businesses serving Cowper, New South Wales, Australia. With a strong presence throughout the country, our team is dedicated to supporting local entrepreneurs, established companies, and innovators alike. As you operate within Cowper, New South Wales, Australia's diverse industries, COLETEK stands ready to provide trusted guidance, expertise, and collaboration across the entire product development lifecycle. Our experienced engineers are well-versed in navigating the complexities of your region, ensuring that our solutions not only meet but exceed your expectations. With a strong reputation for reliability, flexibility, and capability, COLETEK has earned its position as a leader in Australian engineering and product development. By partnering with us, you can leverage our collective expertise to drive innovation, reduce risks, and accelerate time-to-market. Whether developing new products, enhancing existing ones, or exploring emerging technologies, we're committed to helping your business thrive. Our experience encompasses various industries, including but not limited to those prevalent in Cowper, New South Wales, Australia, such as manufacturing, logistics, healthcare, and more. Our team's understanding of the regional landscape allows us to craft solutions tailored to your specific needs. At COLETEK, we're proud to call ourselves a part of the Australian engineering and product development community. As a trusted partner, we believe it is essential to contribute to the growth and success of businesses in Cowper, New South Wales, Australia and throughout the country. Now is the perfect time to explore how COLETEK can support your engineering and product development needs. Join forces with us today and discover the benefits of our multidisciplinary approach that has served businesses across Cowper, New South Wales, Australia so well.