AI & Machine Learning Services for Lancefield 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 Lancefield 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 Lancefield 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 Lancefield 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a trusted national reputation built on reliability, collaboration, and capability. Our team of experts is dedicated to supporting businesses across Lancefield, Victoria, Australia as they navigate the ever-evolving landscape of innovation. With our deep understanding of local industries and market trends, we're well-positioned to help drive growth and prosperity in your community. At COLETEK, we believe that innovative product development and engineering are key drivers of economic progress in regions like Lancefield, Victoria, Australia. That's why we commit significant resources to staying at the forefront of technological advancements, ensuring our clients receive cutting-edge solutions tailored to their unique needs. Whether you're an existing business looking to streamline operations or a startup seeking to bring a new idea to life, our expertise is here to empower your success. As a local partner serving businesses across Lancefield, Victoria, Australia, we take pride in our ability to bridge the gap between technological innovation and meaningful impact on the community. Our collective experience spans diverse sectors, including manufacturing, healthcare, energy, and more. When you work with COLETEK, you can expect: * A deep understanding of your industry and its challenges * Collaborative approaches that foster open communication and effective problem-solving * Innovative engineering and product development solutions that drive real value for your business By partnering with COLETEK, you'll gain a trusted ally committed to helping Lancefield, Victoria, Australia businesses thrive in today's fast-paced, technology-driven environment. Let us help you build something remarkable together.