AI & Machine Learning Services for Woodhouse 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 Woodhouse 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 Woodhouse 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 Woodhouse 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 respected engineering and product development company, COLETEK has earned its reputation by fostering strong relationships with businesses across Woodhouse, Victoria, Australia, over the past two decades. Established in 2001, our multidisciplinary team of experts is dedicated to providing high-quality solutions that drive innovation and growth for local and national industries alike. Operating throughout Woodhouse, Victoria, Australia, and beyond, COLETEK has developed a unique understanding of the region's businesses and their distinct challenges. As trusted advisors, we take pride in delivering reliable, collaborative partnerships that exceed our clients' expectations. Our expertise spans multiple sectors, from manufacturing to construction, and we're committed to supporting the area's diverse industries. With extensive experience in product development, prototyping, mechanical design, and engineering services, COLETEK is an ideal partner for businesses seeking tailored solutions. By drawing upon our comprehensive skillset and cutting-edge technologies, we help clients overcome complex challenges, streamline operations, and unlock their full potential. A testament to our dedication and expertise lies in the numerous successful projects completed across Woodhouse, Victoria, Australia. Whether providing design and development services or offering expert consultation, COLETEK's tailored approach ensures that every project is executed to the highest standards, meeting the unique needs of each client. As a proud Australian company with a national reputation for excellence, we're committed to fostering long-term relationships, ensuring continued growth, and contributing to Woodhouse, Victoria, Australia's thriving business community. If you're ready to benefit from our expertise and innovative approach, we invite you to explore how COLETEK can support your endeavors.