AI & Machine Learning Services for Ebden 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 Ebden 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 Ebden 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 Ebden 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.

Innovative companies like yours thrive on the Mornington Peninsula, and that's where COLETEK comes in – as a trusted partner for product development and engineering expertise. For over 21 years, we've been building lasting relationships with local businesses across Ebden, Victoria, Australia, empowering them to drive growth, improve processes, and increase competitiveness.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has honed its expertise through numerous projects for industries nationwide. With our operational base in Ebden, Victoria, Australia, we're uniquely positioned to support local businesses, offering a blend of technical prowess and market insight.

Our team of experienced engineers and product development professionals collaborates closely with clients, listening attentively to their challenges and goals. We then leverage this understanding to develop tailored solutions that meet their specific needs. Whether you're seeking to improve operational efficiency, enhance customer experiences, or drive innovation, our expertise is at your beckoning.

At COLETEK, we take pride in being a reliable partner for businesses across Ebden, Victoria, Australia. By investing in local companies and fostering lasting connections, we've built a reputation as a trusted advisor and technical collaborator. Now, we'd love to do the same with your organization.

Your success is paramount – let our skilled professionals help you navigate product development, engineering challenges, or operational process improvements. Our collective strengths, garnered through extensive experience, will ensure that your unique needs are understood and addressed. After all, we're as committed to supporting Ebden, Victoria, Australia's entrepreneurial spirit as we are to delivering exceptional results.