AI & Machine Learning Services for Lovedale 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 Lovedale 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 Lovedale 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 Lovedale 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 valued member of the Lovedale, New South Wales, Australia business community, you understand the importance of building long-lasting relationships with local partners who share your vision and commitment to innovation. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, renowned for our expertise and nationally recognized reputation. For over two decades, we've been dedicated to supporting businesses across Lovedale, New South Wales, Australia, as well as throughout the country, with our unmatched capabilities in design, development, and delivery. Our team of experienced engineers and technical professionals collaborate seamlessly with clients to craft solutions that exceed expectations and drive success. Our company's reputation is built upon a foundation of reliability, collaboration, and capability. We understand that your business thrives on the strength of its relationships and the performance of its products. That's why we're committed to empowering you through our expertise in engineering and product development. By partnering with COLETEK, Lovedale businesses can unlock new opportunities and stay ahead of the curve. Our expertise spans a range of industries and sectors, enabling us to adapt our solutions to meet the unique needs of each client. With extensive experience operating throughout Australia, including Lovedale, New South Wales, Australia, we've developed a deep understanding of local markets, regulations, and cultural nuances. Whether you're looking for innovative product designs, bespoke manufacturing solutions, or specialized engineering expertise, COLETEK is equipped to support your business goals. Our team's passion for what they do, combined with their dedication to delivering exceptional results, has earned us a national reputation as a trusted engineering partner. So why settle for anything less when you can have it all? Partner with COLTEK today and discover the power of collaborative innovation. Let's build something remarkable together – explore our capabilities and let's get started on your next project!