AI & Machine Learning Services for Dyers Crossing 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 Dyers Crossing 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 Dyers Crossing 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 Dyers Crossing 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 locally owned and operated multidisciplinary engineering and product development company, COLETEK has been serving businesses across Dyers Crossing, New South Wales, Australia since 2001. Our team of experts is dedicated to delivering unparalleled reliability, collaboration, and capability to our clients nationwide. With a strong national reputation built on trust, innovation, and exceptional delivery, we take pride in being the go-to partner for businesses seeking expert technical guidance and product development expertise. Based in Dyers Crossing, New South Wales, Australia, we operate throughout, providing tailored solutions to meet the unique needs of local industries. As a trusted advisor to local businesses in Dyers Crossing, New South Wales, Australia, we understand the challenges you face. That's why we offer comprehensive and integrated engineering services that address your specific pain points. Whether it's developing custom products, improving manufacturing efficiency, or streamlining operations, our team is committed to delivering exceptional results. By working closely with you, our experienced engineers will help you overcome any technical or logistical hurdle, leveraging their extensive knowledge of engineering principles, materials science, and product development best practices. Operating throughout Dyers Crossing, New South Wales, Australia, we're dedicated to supporting the local economy by empowering businesses like yours with the expertise they need to thrive. At COLETEK, we believe that exceptional outcomes require a holistic approach. That's why our multidisciplinary team will work in tandem with your organization, fostering a collaborative environment that ensures seamless communication and rapid iteration. By harnessing our collective expertise, we'll help you revolutionize your operations, boost productivity, and achieve lasting success. To get started on your path to innovation, contact us today! Let the COLETEK team serve as your trusted partner in Dyers Crossing, New South Wales, Australia.