AI & Machine Learning Services for Knorrit Flat 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 Knorrit Flat 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 Knorrit Flat 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 Knorrit Flat 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.

When you're looking to partner with a trusted innovation leader in Knorrit Flat, New South Wales, Australia, COLETEK is the perfect choice. As a multidisciplinary Australian engineering and product development company established in 2001, we've spent over two decades building a reputation for reliability, collaboration, and capability across a wide range of industries. Based in Knorrit Flat, New South Wales, Australia, but operating throughout Australia, COLETEK is dedicated to supporting local businesses like yours. We're proud to be part of the fabric that drives innovation and growth in our community. Our team of experts has extensive experience in developing innovative products, solutions, and systems that meet the unique needs of your business. At COLETEK, we understand the importance of building strong relationships with our clients. That's why we take a collaborative approach to all of our projects, working closely with you to understand your goals and objectives. Together, we'll develop a customized solution that addresses your specific challenges and helps you achieve your vision. From conception to completion, COLETEK is committed to delivering exceptional results that exceed your expectations. Our team's expertise spans multiple disciplines, including engineering, product development, and project management, making us the ideal partner for businesses in Knorrit Flat, New South Wales, Australia looking to drive innovation and growth. If you're looking to take your business to the next level, look no further than COLETEK. With our experience, expertise, and commitment to collaboration, we're confident that working together will yield remarkable results. Serving businesses across Knorrit Flat, New South Wales, Australia is at the heart of what we do.