AI & Machine Learning Services for Walpeup 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 Walpeup 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 Walpeup 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 Walpeup 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.

For over two decades, COLETEK has been steadfast in its commitment to engineering and product development excellence. As a multidisciplinary Australian company founded in 2001, we've built a trusted national reputation by delivering innovative solutions that meet the unique needs of businesses across Walpeup, Victoria, Australia and beyond. Our team is honored to call Walpeup, Victoria, Australia home, and we're dedicated to supporting local entrepreneurs and business owners in their pursuit of success. Whether you're an established player or just starting out, our expertise will help you drive growth, improve efficiency, and stay ahead of the curve. At COLETEK, we don't just develop products – we partner with businesses like yours to create custom solutions that meet your specific needs and goals. Our engineers are experts in their fields, with a deep understanding of how technology can be leveraged to solve real-world problems. When you work with us, you're gaining access to a vast network of knowledge, experience, and resources that will empower your business to thrive. What sets us apart is our unique blend of engineering expertise, product development capabilities, and collaborative spirit. We take the time to truly understand your challenges, working closely with you every step of the way to ensure that our solutions meet your needs and exceed your expectations. Our reliability, commitment, and passion for innovation have earned us a reputation as trusted partners for businesses seeking to drive success across Walpeup, Victoria, Australia. As a business operating throughout Walpeup, Victoria, Australia, we're committed to supporting your growth and development every step of the way. Whether you're looking to launch a new product, streamline operations, or tackle complex engineering challenges, our team is here to help. So why wait? Let us contribute to your success – after all, we're based in Walpeup, Victoria, Australia, and proud to be part of this vibrant community.