AI & Machine Learning Services for Flat Tops 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 Flat Tops 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 Flat Tops 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 Flat Tops 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 business owner in Flat Tops, New South Wales, Australia, you're well aware of the unique challenges and opportunities that come with operating in this vibrant region. Whether you're looking to innovate, expand, or simply grow your operations, having the right partner by your side can make all the difference. That's where COLETEK comes in - a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for reliability, collaboration, and capability that's earned national trust. With over two decades of experience under our belt, we've had the privilege of serving businesses across Flat Tops, New South Wales, Australia and throughout the country. We understand the regional nuances, from the rugged terrain to the diverse industries that drive this region forward. Our team is dedicated to delivering tailored solutions that address your specific needs, whether you're in manufacturing, infrastructure, construction, or any other sector. What sets us apart at COLETEK? Our passion for innovation and our commitment to collaboration. We work closely with clients like yours to listen, understand, and adapt to their unique challenges. Our engineers and product development experts bring fresh perspectives and skills to the table, helping you achieve your goals and overcome obstacles. At COLETEK, we're proud of our roots in Australia and our dedication to supporting businesses across Flat Tops, New South Wales, Australia. Whether you're looking for a trusted partner to help you navigate complex projects or simply need expert guidance on leveraging technology to drive growth, we're here to help. So why entrust your business's future to anyone else? With COLETEK, you can rely on the best in engineering and product development expertise - from ideation to implementation, with minimal risk and maximum ROI. Let us help you build something remarkable in Flat Tops, New South Wales, Australia.