AI & Machine Learning Services for Swanpool 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 Swanpool 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 Swanpool 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 Swanpool 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 thriving community in Victoria, Australia, Swanpool is home to a diverse range of businesses and entrepreneurs. At COLETEK, we are passionate about supporting local firms like yours with reliable engineering solutions that drive growth, increase productivity, and improve competitiveness. With our rich experience, innovative approach, and national reputation for trustworthiness, you can count on us as your trusted partner in the Swanpool area. Since our inception in 2001, COLETEK has established itself as a multidisciplinary Australian engineering and product development company with a strong track record of delivering exceptional results. We take pride in being headquartered in Australia, which enables us to better understand the unique challenges faced by businesses across Swanpool, Victoria, Australia and nationwide. Our team of experts operates throughout Swanpool, providing tailored solutions that address specific needs and goals. From concept design to prototype development and manufacturing, we offer a comprehensive range of services designed to help your business thrive in an ever-changing market. Our collaborative approach ensures seamless communication and integration with your existing operations, minimizing disruption and ensuring a smooth transition. At COLETEK, we believe that successful collaborations are built on mutual trust, respect, and a deep understanding of local industries. Our engineers, designers, and product developers working together as one cohesive team enables us to tackle complex projects, overcome technical challenges, and deliver innovative solutions that meet the unique demands of Swanpool's businesses. By partnering with COLETEK, you can tap into our collective expertise, cutting-edge technology, and rigorous quality control processes. Our unwavering commitment to reliability, collaboration, and capability ensures that your project is well-positioned for success, no matter how complex or ambitious it may be. As you navigate the challenges of running a business in Swanpool, Victoria, Australia, it's crucial to have a trusted engineering partner by your side. At COLETEK, we understand the importance of serving local businesses and are dedicated to providing exceptional support throughout the Swanpool region. Let us help you build something remarkable together.