AI & Machine Learning Services for Weatherboard 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 Weatherboard 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 Weatherboard 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 Weatherboard 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 the sun rises over the rolling hills of Weatherboard, Victoria, Australia, businesses across the region are turning to COLETEK for trusted engineering and product development expertise. With a nationwide reputation built on innovation, collaboration, and reliability, our multidisciplinary Australian company has been serving the needs of businesses like yours since 2001. Headquartered in Weatherboard, Victoria, Australia, we're uniquely positioned to understand the specific challenges and opportunities facing local businesses. Whether you're looking for innovative solutions to drive growth or reliable support for your existing operations, COLETEK is committed to delivering exceptional results that meet and exceed your expectations. Our team of experts has a deep understanding of the unique demands faced by businesses in Weatherboard, Victoria, Australia. We've worked alongside firms from various industries, including manufacturing, agriculture, and services, helping them overcome complex engineering challenges and bring new products to market. By combining our technical expertise with a keen appreciation for local needs, we're able to craft solutions that genuinely make a difference. At COLETEK, we believe in building long-term relationships founded on trust, respect, and open communication. We take the time to understand your business goals and challenges, offering tailored advice and support to help you achieve them. Our team is dedicated to delivering exceptional service, from concept to launch, ensuring that every project receives the attention it deserves. As a trusted partner for businesses in Weatherboard, Victoria, Australia, COLETEK is dedicated to helping local firms thrive and prosper. We're proud of our national reputation for innovation, reliability, and collaboration – a testament to our commitment to delivering exceptional results for our clients.