AI & Machine Learning Services for Sedgefield 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 forSedgefield 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 Sedgefield 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 forSedgefield 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.

Serving Sedgefield and the Upper Hunter Valley: A Proven Partner for Local Businesses

As a proudly Australian company, COLETEK has built its reputation on trust, innovation, and a deep commitment to the communities we serve. In the heart of the beautiful Upper Hunter Valley, where rolling hills meet rugged landscape, our team is dedicated to supporting local businesses like yours in Sedgefield and beyond. Located at the doorstep of the picturesque region, COLETEK has established itself as a trusted advisor, friend, and partner to entrepreneurs and business owners in this charming area. Our presence in the Upper Hunter Valley is more than just physical – we understand the unique challenges and opportunities that come with operating a local business in Sedgefield. With our national reach and expertise, we've had the privilege of serving clients across Australia, including businesses like yours in Sedgefield. Whether you're looking to grow your operations, navigate regulatory hurdles, or simply need guidance on best practices for your industry, COLETEK is here to lend a hand. At COLETEK, we believe that local businesses are the backbone of our community. That's why we take pride in our ability to provide personalized attention and tailored solutions specifically designed for the Upper Hunter Valley region. Our team comprises experienced professionals who are passionate about helping local entrepreneurs like you succeed – and we've got a proven track record to back it up. Through our extensive experience, we've developed a deep understanding of the regulatory environment, industry trends, and market drivers that affect businesses in Sedgefield and the surrounding areas. This expertise allows us to offer valuable insights, advice, and guidance to help you overcome any challenges and achieve your goals. As a trusted partner for local businesses, COLETEK is committed to supporting the growth and development of the Upper Hunter Valley region as a whole. We believe that by working together with our clients and fellow community stakeholders, we can build a stronger, more prosperous future for Sedgefield and beyond. So why wait? If you're looking for proven expertise, personalized support, and a trusted partner to help your business thrive in Sedgefield or the Upper Hunter Valley – look no further than COLETEK. We're here to help – get in touch today! Contact Us