AI & Machine Learning Services for Cabbage Tree 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 Cabbage Tree 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 Cabbage Tree 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 Cabbage Tree 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 leading multidisciplinary engineering and product development company, established in 2001, we've spent over two decades empowering businesses across Cabbage Tree, Victoria, Australia to achieve remarkable things. Our team of experts is dedicated to delivering innovative solutions that meet the unique needs of local industry. Located at the heart of Cabbage Tree, Victoria, Australia, COLETEK prides itself on being a trusted partner for companies seeking reliable and collaborative support. With our rich history and innovative approach, we've helped numerous businesses throughout Australia thrive in an ever-challenging environment. Whether you're looking to improve operational efficiency, enhance customer experiences, or simply need expert guidance, we're committed to helping your business grow. As a local company that's deeply rooted in the Cabbage Tree community, COLETEK understands the challenges and opportunities unique to this region. We're dedicated to serving businesses across Cabbage Tree, Victoria, Australia, providing tailored solutions that address specific needs. Our experienced team is equipped to handle complex projects, from conceptualization to execution, ensuring that your business receives the support it deserves. At COLETEK, we're passionate about building long-term relationships with our clients. Our collaborative approach ensures open communication, transparent processes, and a dedication to delivering exceptional results. With our expertise in engineering and product development, we'll help you drive innovation, increase efficiency, and stay ahead of the competition. Whether you're looking for reliable support or innovative solutions, COLTEK is committed to serving businesses in Cabbage Tree, Victoria, Australia.