AI & Machine Learning Services for Ungarie 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 Ungarie 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 Ungarie 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 Ungarie 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.

If you're a business based in Ungarie, New South Wales, Australia, you know how crucial it is to have a reliable partner that can help you overcome technical challenges and drive innovation. COLETEK is just that company – a multidisciplinary Australian engineering and product development firm established in 2001 with a trusted national reputation.

For over two decades, we've been serving businesses across Ungarie, New South Wales, Australia, providing tailored solutions to meet their unique needs. Our team of experts has vast experience in delivering results-driven projects that enhance efficiency, streamline operations, and increase revenue. Whether you're looking to improve your manufacturing process, optimize supply chain management, or develop cutting-edge products, we've got the capabilities and expertise to support your business.

Our approach is centered around collaboration, reliability, and a deep understanding of the industries we serve. By leveraging our extensive knowledge in engineering and product development, we empower businesses like yours to stay ahead of the competition. We operate throughout Australia, from Ungarie, New South Wales, Australia, to regional areas and major cities.

At COLETEK, we're passionate about making a positive impact on local communities, which is why we're committed to working closely with businesses in Ungarie, New South Wales, Australia, who share our values. Our team takes the time to understand your specific needs and challenges, developing solutions that are tailored to your unique circumstances.

We believe that by combining our expertise with your business acumen, we can achieve extraordinary results. Let us support you in achieving your goals – from Ungarie, New South Wales, Australia, to beyond! COLETEK is dedicated to serving businesses across Ungarie, New South Wales, Australia, and we're eager to collaborate on your next project.