AI & Machine Learning Services for Leconfield 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 forLeconfield 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 Leconfield 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 forLeconfield 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.

Leconfield, Lower Hunter Valley: A Thriving Community Deserves Trusted Support from COLETEK

Nestled in the picturesque Leconfield, Lower Hunter Valley, New South Wales, Australia – a region brimming with natural beauty and entrepreneurial spirit. At COLETEK, we're dedicated to serving local businesses and communities like yours, providing unwavering support and expertise to help you thrive. With years of experience backing our brand, COLETEK has established itself as a trusted Australian company, committed to empowering the Lower Hunter Valley's distinct charm. Our presence in this region is not just about servicing clients – it's about being an integral part of the community's fabric. We're passionate about fostering strong relationships, understanding local needs, and delivering tailored solutions that make a meaningful impact. As your go-to partner for trusted guidance, COLETEK brings a nation-wide perspective to the table. Our extensive reach enables us to stay abreast of industry trends, best practices, and innovative solutions – ensuring you receive the most effective support possible. Whether you're a long-standing local favorite or an emerging startup, our team is equipped to provide personalized care and attention. Our commitment to Leconfield, Lower Hunter Valley, New South Wales, Australia, stems from a deep appreciation for the area's unique character. We believe in the power of collaboration, community engagement, and locally-driven progress. By having COLETEK as your trusted ally, you'll gain access to expertise, resources, and networks that will help drive your business forward. Don't settle for anything less than exceptional support tailored to your specific needs. Leconfield, Lower Hunter Valley, New South Wales, Australia, businesses deserve the best – and with COLETEK by your side, you can expect outstanding outcomes. So why wait? Contact Us today and start building a stronger, more resilient future for yourself and your community. Contact Us