AI & Machine Learning Services for Dixie 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 Dixie 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 Dixie 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 Dixie 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company with over 20 years of experience in delivering innovative solutions that transform industries. Our roots are deeply embedded in the Australian soil, and we're committed to supporting businesses across Dixie, Victoria, Australia as they navigate the ever-evolving landscape. When it comes to engineering and product development expertise, COLETEK is a trusted name throughout the nation. With a strong reputation built on reliability, collaboration, and capability, we've earned the trust of clients from diverse sectors. From agritech to manufacturing, our team is well-equipped to tackle even the most complex challenges. As a premier Australian engineering and product development company, we're uniquely positioned to support businesses in Dixie, Victoria, Australia who require cutting-edge solutions that drive growth, improve efficiency, or enhance customer experiences. Whether you're looking to bring new products to market, optimize your existing operations, or simply stay ahead of the curve, our team is dedicated to delivering exceptional results. For businesses operating throughout Dixie, Victoria, Australia, COLETEK offers a comprehensive range of engineering and product development services designed to help them overcome unique challenges and seize opportunities. By leveraging our expertise, you'll gain a trusted partner who understands the complexities of your industry and can guide you toward success. At COLETK, we're passionate about building strong relationships with our clients, many of whom have been with us for years. Our team is committed to collaboration, communication, and mutual understanding – essential qualities that enable us to deliver exceptional results that meet and exceed client expectations. Ready to transform your business in Dixie, Victoria, Australia or beyond? We're here to support you every step of the way. Let's build something remarkable together.