AI & Machine Learning Services for Capertee 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 Capertee 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 Capertee 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 Capertee 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 multidisciplinary Australian engineering and product development company, established in 2001, we've had the privilege of working closely with businesses across Capertee, New South Wales, Australia. With over two decades of experience, innovation, and trusted national reputation, we're poised to support local companies like yours in this beautiful region. Based in Capertee, New South Wales, Australia, COLETEK understands the unique challenges and opportunities that come with operating a business in our community. We believe that collaborating with businesses is essential for achieving success, which is why we take pride in building trusted partnerships across Capertee. Our team of experts is dedicated to delivering top-notch engineering and product development solutions that can help your company thrive. Our extensive experience working with businesses throughout Australia has allowed us to develop a strong capability in engineering and product development. We believe in being a reliable partner for every stage of the project lifecycle – from concept design to production, assembly, testing, and deployment. Our focus on collaboration, reliability, and expertise enables us to deliver exceptional results that exceed our clients' expectations. COLETEK serves businesses across Capertee, New South Wales, Australia, providing comprehensive engineering and product development services that cater to their specific needs. Our goal is not just to meet but exceed the requirements of local companies in this exceptional region, leveraging our national reputation for expertise and innovation. If you're seeking a reliable partner to help you navigate the challenges facing your business in Capertee, New South Wales, Australia, look no further than COLETEK. We're committed to helping businesses like yours grow and succeed through the power of engineering and product development. So why not take the first step today?