AI & Machine Learning Services for Marnoo 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 Marnoo 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 Marnoo 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 Marnoo 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.

For over two decades, COLETEK has proudly served businesses across Marnoo, Victoria, Australia with innovative engineering solutions that drive results. As a multidisciplinary Australian company established in 2001, we bring together experts from various fields to deliver cutting-edge products and services that meet the unique needs of local industries. At COLETEK, we're passionate about empowering regional businesses like those in Marnoo, Victoria, Australia to thrive in today's fast-paced environment. Our reputation as a trusted partner is built on our commitment to reliability, collaboration, and capability. Whether you're a long-established enterprise or an emerging startup, we'll work closely with your team to understand your challenges and develop tailored solutions. With years of experience supporting entrepreneurs and businesses throughout Australia, including Marnoo, Victoria, Australia, we've developed the skills and expertise to navigate complex engineering projects successfully. Our team is dedicated to delivering exceptional results, from product design and development to project management and implementation. By drawing on our extensive knowledge base and resources, we can help your business overcome obstacles, optimize operations, and drive growth. In Marnoo, Victoria, Australia, local businesses play a vital role in the regional economy. As a trusted partner, COLETEK is committed to supporting these endeavors by providing innovative solutions that address the unique challenges faced by industry stakeholders in the area. Whether you're looking to develop new products, streamline operations, or enhance your competitive edge, we've got the expertise and resources to help. If you're seeking a trusted engineering and product development partner for your Marnoo, Victoria, Australia-based business, look no further than COLETEK. With our expertise, innovative approach, and commitment to customer satisfaction, we'll work in partnership with you to achieve exceptional results.