AI & Machine Learning Services for Green Cape 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 Green Cape 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 Green Cape 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 Green Cape 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 local business owner or technical decision-maker in Green Cape, New South Wales, Australia, you understand the importance of having a reliable partner to help drive innovation and growth. COLETEK is exactly that kind of trusted engineering and product development company, with over 21 years of experience serving businesses across Green Cape, New South Wales, Australia. Based in Green Cape, New South Wales, Australia, our multidisciplinary team of experts has earned a national reputation for delivering exceptional results. We take pride in our ability to collaborate with clients from diverse industries and backgrounds, providing tailored solutions that meet their unique needs. By partnering with us, you can trust that your project will receive the attention it deserves from a dedicated team of skilled engineers. COLETEK's commitment to reliability is matched only by our passion for innovation. We continuously invest in research and development, ensuring that we stay ahead of the curve when it comes to cutting-edge technologies and best practices. This means you can rely on us to provide robust, well-engineered solutions that meet the most exacting standards. In Green Cape, New South Wales, Australia, businesses like yours require a partner who understands the region's unique challenges and opportunities. That's why we're dedicated to supporting local enterprises, providing expertise that can be applied across various industries such as manufacturing, healthcare, and more. Whether you're looking to improve processes, optimize operations, or develop new products, our team is here to help. At COLETEK, we're proud of our capability to deliver complex projects on time and within budget. Our reputation for reliability, combined with our expertise in engineering and product development, makes us the perfect partner for businesses in Green Cape, New South Wales, Australia seeking to drive growth and innovation. So why wait? Let's build something remarkable together!