AI & Machine Learning Services for Freeburgh 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 Freeburgh 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 Freeburgh 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 Freeburgh 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 engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that drive business growth. With a deep understanding of the Australian market, we're proud to serve businesses in Freeburgh, Victoria, Australia and throughout the country.

Freeburgh's unique challenges require tailored approaches, and our team is dedicated to collaborating with local organizations to craft custom-fit solutions. Our engineers draw upon their years of experience and industry expertise to develop products that meet the specific needs of Freeburgh's businesses.

COLETEK's engineering prowess spans multiple disciplines, ensuring our clients receive comprehensive, integrated support. We bridge the gap between product development and operational efficiency, enabling businesses in Freeburgh, Victoria, Australia to thrive. By partnering with COLETEK, organizations across the region can rely on our reliability, collaboration, and capability drive their success.

When it comes to product development or engineering services, local businesses in Freeburgh, Victoria, Australia deserve a trusted partner that understands their needs and priorities. That's why we've cultivated a strong presence nationwide, with a focus on fostering strong relationships and delivering exceptional results for our clients. As the go-to engineering partner for businesses seeking innovative solutions, COLETEK is dedicated to empowering innovation throughout Freeburgh, Victoria, Australia.

We're passionate about supporting local growth and driving progress in Freeburgh, Victoria, Australia's rich business landscape. With COLETEK on your side, you can trust that your products and operations will be expertly managed to ensure long-term success.