AI & Machine Learning Services for Rosewhite 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 Rosewhite 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Rosewhite 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 Rosewhite 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 earned a reputation as a trusted, multidisciplinary engineering and product development company that has been serving businesses across Rosewhite, Victoria, Australia and throughout the nation since 2001. Our commitment to innovation and reliability has allowed us to establish strong relationships with local entrepreneurs and business owners in the region. Based in Rosewhite, Victoria, Australia, we understand the unique challenges faced by businesses operating within this beautiful corner of Australia. From innovative startups to established companies seeking to grow their presence, we partner with organizations like yours to bring your biggest ideas to life. Our team of experts has a deep understanding of the local market and is well-versed in the specific needs and constraints that come with doing business here. At COLETEK, we believe that collaboration and capability are key to driving success. That's why we take the time to listen closely to our clients' goals and concerns, and then leverage our collective expertise to develop customized solutions that meet their unique needs. Whether you're looking to improve your operating efficiency, enhance customer engagement, or simply drive innovation within your organization, we have the capabilities and experience to support you. We've had the privilege of working with businesses from a diverse range of sectors across Rosewhite, Victoria, Australia, including those in agriculture, manufacturing, healthcare, and more. Our track record of delivering high-quality results has earned us a reputation as a reliable partner that can be counted on to get the job done right – every time. So why wait? If you're ready to build something remarkable with a trusted partner by your side, we invite you to take the first step today. Let's connect and start exploring how we can help drive success for your business in Rosewhite, Victoria, Australia.