AI & Machine Learning Services for Hebden 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 Hebden 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 Hebden 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 Hebden 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 trusted national player, COLETEK is committed to empowering businesses of all sizes and sectors across Hebden, New South Wales, Australia. With over two decades of experience in engineering and product development, our multidisciplinary team has established a reputation for delivering reliable, collaborative, and scalable solutions that meet the unique needs of regional clients like yours. Based in Hebden, New South Wales, Australia, COLETEK is well-positioned to support local businesses across various industries. Whether you're an entrepreneur, SME owner, or large corporation, our team has the know-how, expertise, and national reach to help you achieve your goals. Operating throughout Australia, including Hebden, New South Wales, Australia, we've developed a deep understanding of regional challenges and opportunities. At COLETEK, we take pride in being a partner-driven company that focuses on building long-term relationships with our clients. Our team of experts collaborates closely with businesses like yours to understand their specific needs and develop innovative solutions that drive growth and profitability. By leveraging cutting-edge technologies and methodologies, we help you overcome complex engineering challenges, streamline operations, and improve your competitive edge. Serving businesses across Hebden, New South Wales, Australia, our capabilities extend beyond traditional engineering services. We're committed to delivering holistic solutions that combine engineering excellence with business acumen, ensuring that our clients reap the benefits of collaboration, reliability, and measurable results. Whether you're looking to optimize production processes, develop new products, or tackle complex infrastructure projects, COLETEK has the resources, expertise, and national reputation to help you succeed. Operating in Hebden, New South Wales, Australia, we understand the region's unique characteristics, challenges, and opportunities. Our team is dedicated to supporting local businesses through tailored engineering solutions that drive economic growth, job creation, and community development. By choosing COLETEK as your trusted partner, you can rely on our expertise, innovation, and commitment to delivering exceptional results.