AI & Machine Learning Services for Yaapeet 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 Yaapeet 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 Yaapeet 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 Yaapeet 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 business owner operating in Yaapeet, Victoria, Australia, you understand the importance of reliability, collaboration, and capability to drive success. That's why COLETEK is here to help – as a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and innovation at its core, COLETEK has earned a trusted national reputation for delivering tailored solutions that meet the unique needs of businesses across Yaapeet, Victoria, Australia. Our team of experts is dedicated to supporting your operations, ensuring that you receive the highest-quality products and services. Whether you're looking to improve your manufacturing processes, develop new product lines, or enhance overall operational efficiency, COLETEK's comprehensive range of services can help. By partnering with us, you'll gain access to a wealth of knowledge, expertise, and resources designed to support your growth and success. In addition to our extensive engineering expertise, we're committed to building strong relationships with local businesses like yours in Yaapeet, Victoria, Australia. We believe that by working together, we can achieve truly remarkable outcomes. Our commitment to the region is reflected in our operating model, which is designed to ensure that you receive the personalized support and attention you deserve. At COLETEK, we're not just engineers – we're innovators who use cutting-edge technology and innovative thinking to drive results. By leveraging our expertise and capabilities, you'll be able to stay ahead of the curve and continue to thrive in the competitive landscape. So why choose COLETEK as your trusted partner? Because we understand that success is built on the foundation of reliable, collaborative relationships. We're proud to serve businesses across Yaapeet, Victoria, Australia and throughout Australia, providing customized solutions that exceed expectations. Ready to take your business to the next level? Let's build something remarkable together.