AI & Machine Learning Services for Calrossie 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 Calrossie 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 Calrossie 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 Calrossie 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 valued business leader in Calrossie, Victoria, Australia, you understand the importance of having a trusted ally to help you navigate the world of engineering and product development. That's where COLETEK comes in – we're a multidisciplinary Australian company established in 2001 with a reputation for delivering cutting-edge solutions. Based in Calrossie, Victoria, Australia, our team has been proudly serving businesses like yours across this region and throughout Australia. Over the years, we've developed a deep understanding of the unique challenges facing businesses in Calrossie, Victoria, Australia. Whether you're looking to optimize operations, enhance customer experience, or develop new products, our team is committed to providing personalized support every step of the way. By collaborating with us, you can rest assured that your project will be handled by experts who truly appreciate the local context. COLETEK's expertise extends across a broad range of engineering and product development areas, allowing us to tackle complex projects that require creativity, innovation, and attention to detail. Our capabilities are built on a foundation of reliability, collaboration, and adaptability – qualities that have earned us a trusted reputation nationwide. When you partner with COLETEK, you can count on us to bring the same level of commitment and dedication to your project. As a business owner in Calrossie, Victoria, Australia, you know how vital it is to surround yourself with people who understand your market, industry, and regional nuances. At COletek, we're passionate about building long-term relationships with local businesses like yours. That's why we take the time to learn your goals, challenges, and aspirations – so we can provide tailored solutions that genuinely make a difference. Whether you're looking for guidance on design concepts, testing and validation strategies, or production feasibility studies, our team is equipped to provide valuable insights that drive results. Through our collaborative approach, you'll enjoy expert advice, innovative thinking, and streamlined project management – all wrapped in a framework of transparency, communication, and customer satisfaction. Serving businesses across Calrossie, Victoria, Australia, COletek is here to support your engineering and product development needs. Let us bring our expertise to bear on your project and help you build something truly remarkable.