AI & Machine Learning Services for Mount Olive 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 forMount Olive 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 Mount Olive 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 forMount Olive 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.

Empowering Businesses in Mount Olive, Upper Hunter Valley, New South Wales, Australia

The charming town of Mount Olive, nestled in the picturesque Upper Hunter Valley region of New South Wales, Australia, is a hub of entrepreneurial spirit and industrial might. This thriving community is home to many innovative businesses that are constantly seeking ways to stay ahead of the curve and drive growth. At COLETEK, we understand the unique challenges and opportunities presented by this area, and our team has been dedicated to providing top-notch support and solutions for local companies and communities. As a trusted Australian company with extensive experience in serving national markets, we pride ourselves on our deep understanding of the Mount Olive community's distinct needs. By leveraging our expertise, gained through countless projects across various industries, we aim to empower local businesses like yours to achieve their goals and realize their full potential. From supply chain optimization to innovative technology implementations, our portfolio offers diverse solutions tailored to tackle specific challenges in the region. What sets us apart is not only our technical prowess but also our unwavering commitment to being an active, respected member of the Upper Hunter Valley community. We believe that success is built on relationships, trust, and a deep appreciation for the people who make this area so special. Our team actively participates in local events, partners with regional business associations, and engages with stakeholders to ensure that our solutions continue to meet the evolving needs of Mount Olive businesses. Whether you're an established player or just starting out, COLETEK is here to guide you through the complex landscape of modern business and technology. With a solid foundation established over years, we provide personalized support tailored to your specific requirements, ensuring seamless integration with existing processes and goals. By leveraging our collective expertise and strategic partnerships forged across Australia, we empower local businesses in Mount Olive, such as yours, to excel in an ever-changing environment. If you're looking for a trusted partner that truly understands the unique demands of the Upper Hunter Valley region and its growing business community, please don't hesitate to reach out. Our experts would be delighted to explore how COLETEK's innovative solutions can help drive your Mount Olive-based business forward. Contact Us