AI & Machine Learning Services for Sherwood 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 forSherwood 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 Sherwood 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 forSherwood 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.

Sherwood, Mid North Coast, New South Wales: A Thriving Business Hub in Our Community

As a trusted Australian company operating in and around Sherwood, Mid North Coast, New South Wales, Australia, COLETEK is proud to be a part of this vibrant business community. Nestled along the stunning coastline, Sherwood is an ideal location for entrepreneurs and innovators, offering unique opportunities for growth and expansion. With its picturesque beaches, rolling hills, and thriving local economy, Sherwood has established itself as a hotspot for emerging businesses, start-ups, and established companies alike. It's here that COLETEK continues to support and empower local enterprises with our unparalleled expertise and commitment to excellence. As a national company operating across the country, we're uniquely positioned to provide customized solutions tailored to your specific business needs. Our extensive experience and unwavering dedication to client satisfaction enable us to deliver exceptional results for businesses of all sizes and industries in Sherwood and beyond. When you partner with COLETEK, you can rest assured that you'll receive top-notch guidance from a company that truly understands the importance of building strong, local relationships. Our dedicated team is committed to fostering lasting connections with the community, driving economic growth, and helping businesses like yours achieve their full potential. At COLETEK, we're passionate about innovation and embracing emerging trends to stay ahead of the curve. By leveraging cutting-edge solutions and staying abreast of industry developments, we empower local businesses in Sherwood to adapt quickly, remain competitive, and thrive in an ever-evolving market landscape. As a trusted partner for businesses in Sherwood, Mid North Coast, New South Wales, Australia, COLETEK is poised and ready to help you drive growth, overcome challenges, and build lasting success. With our extensive network of local connections and industry expertise, we're the perfect ally to have by your side as you navigate the ever-changing business landscape. So why wait? Let's work together to take your Sherwood-based business to new heights. Contact us today to learn more about how COLETEK can support your endeavors and help you achieve Your Success. Contact Us