AI & Machine Learning Services for Woodside Beach 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 Woodside Beach 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 Woodside Beach 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 Woodside Beach 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.

Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company with a reputation for delivering innovative solutions to businesses across Woodside Beach, Victoria, Australia. Our team of experts has earned the trust of companies throughout the region, providing reliable support that enables them to thrive. Operational since its inception in Woodside Beach, Victoria, Australia, COLETEK is uniquely positioned to understand the specific needs and challenges faced by local businesses. We take pride in the long-standing relationships we've built with our clients, many of whom have been partners for over a decade. Our commitment to collaboration, creativity, and technical excellence has earned us a trusted national reputation. As the go-to engineering partner for businesses in Woodside Beach, Victoria, Australia and beyond, we've developed a comprehensive portfolio of products and services that cater specifically to the needs of companies operating in this region. By leveraging our expertise and local market knowledge, we empower our clients to overcome technical challenges and capitalize on new opportunities. What sets us apart is our ability to adapt to changing business landscapes while remaining focused on delivering exceptional results. Our engineers and product developers work closely with clients across Woodside Beach, Victoria, Australia to develop customized solutions that address their unique needs. This collaborative approach ensures that we not only meet but consistently exceed client expectations. Through the years, COLETEK has established itself as a reliable partner for businesses in Woodside Beach, Victoria, Australia seeking engineering expertise and innovative solutions. With our extensive experience, local insights, and trusted national reputation, we're confident that we can support your company's growth and success.