AI & Machine Learning Services for Omeo 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 Omeo 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 Omeo 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 Omeo 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 the gateway to the High Country of Victoria, Omeo is a thriving town that offers endless opportunities for businesses and entrepreneurs alike. As your trusted partner in engineering and product development, COLETEK is committed to serving businesses across Omeo, Victoria, Australia, providing innovative solutions to drive growth and success. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability and capability. Our team of experts operates throughout Australia, including the region surrounding Omeo, Victoria, Australia, to support local businesses and organizations in achieving their goals. At COLETEK, we understand that every business is unique, with its own set of challenges and opportunities. That's why we take a collaborative approach to product development, combining our expertise with yours to create solutions that meet your specific needs. From concept to reality, our experienced engineers and developers work closely with clients to deliver innovative products and services that drive results. Our capabilities extend far beyond traditional engineering firms. With a strong focus on innovation and R&D, we're committed to delivering game-changing solutions that can be applied across various industries. Whether you're in the early stages of product development or looking for ways to improve existing processes, COLETEK's multidisciplinary approach ensures that our team brings a wealth of knowledge and expertise to the table. As a trusted partner, COLETEK has established itself as a leader in the Australian engineering and product development industry. By working with us, you can tap into our extensive network, drawing on the collective know-how and resources of our talented professionals. Our commitment to excellence, integrity, and collaboration sets us apart from other firms, making us an ideal choice for businesses in Omeo, Victoria, Australia. So why wait? Let COLETEK help you build something remarkable together! With our expertise, innovation, and local knowledge, we're poised to support your organization's growth and success. Whether you're based in Omeo, Victoria, Australia or operate throughout Australia, COletek is here to guide you every step of the way. Contact Us