AI & Machine Learning Services for Dee 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 Dee 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 Dee 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 Dee 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 Dee, Tasmania, Australia, you understand the importance of having reliable and innovative partners to help drive your operations forward. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong reputation for delivering exceptional solutions across various industries, we've earned the trust of organizations nationwide.

In Dee, Tasmania, Australia, you can count on our experts to work closely with you to develop tailored solutions that address your unique challenges. Our team is well-versed in addressing the specific needs of businesses operating throughout the region, from small startups to large corporations.

What sets COLETEK apart? It's our commitment to collaboration and capability. We don't just offer a wide range of engineering services; we take the time to truly understand your business goals and objectives. By doing so, we can develop customized solutions that not only meet but exceed your expectations.

Whether you're looking to launch a new product, optimize processes, or improve overall efficiency, our team is equipped with the skills and expertise necessary to deliver results. With COLETEK on your side, you can have confidence in our ability to support your operations in Dee, Tasmania, Australia, as well as throughout Australia.

At COLETEK, we're proud of our reputation for delivering exceptional outcomes for organizations across various industries. Our team is dedicated to serving businesses across Dee, Tasmania, Australia, and we're committed to helping you achieve your goals with innovative engineering solutions.