AI & Machine Learning Services for Dalwood 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 Dalwood 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 Dalwood 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 Dalwood 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 Dalwood, New South Wales, Australia, you understand the importance of having trusted partners who can help drive growth and innovation. With so many engineering companies out there, it's essential to find one that truly understands your needs and has the expertise to deliver results. That's why we're proud to introduce COLETEK – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for reliability, collaboration, and capability. Based in Dalwood, New South Wales, Australia, and operating throughout, our team is deeply committed to serving businesses across our local community. We take the time to listen to your unique challenges and work collaboratively to find tailored solutions that drive real value. Whether you're looking to enhance operations, optimize production processes, or simply need expert advice, we've got you covered. At COLETEK, we're more than just experts in engineering and product development – we're a trusted partner who will be by your side every step of the way. We take pride in our reputation as a go-to partner for businesses in Dalwood, New South Wales, Australia, and throughout Australia. With us, you can count on timely delivery, transparent communication, and unwavering commitment to excellence. As a business operating in Dalwood, New South Wales, Australia, we understand the importance of staying ahead of the curve in an increasingly competitive market. That's why we remain committed to investing in innovative solutions, cutting-edge technologies, and expert talent that will help you stay ahead of the competition. With COLETEK on your side, you can focus on what matters most – growing your business and achieving your goals. As a valued business leader in Dalwood, New South Wales, Australia, we invite you to partner with us on your next project or initiative. Whether it's improving operational efficiency, enhancing product development capabilities, or simply seeking expert guidance, we're here to support your unique needs.