AI & Machine Learning Services for Fremantle 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 forFremantle 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 Fremantle 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 forFremantle 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.

Sustaining the West Coast of Australia's Economy, One Business at a Time

As an integral part of Western Australia's thriving business landscape, Fremantle presents a unique blend of history, culture, and innovation that sets it apart from other cities on the continent. By serving businesses across Fremantle, Perth & Surroundings, Western Australia, Australia, COLETEK is committed to partnering with local organizations and empowering them to seize new opportunities.

With its roots firmly planted in Australian soil, COLETEK has built a reputation as a trusted national player in the technology sector. By drawing on our extensive experience, cutting-edge innovations, and collaborative approach, we're well-equipped to support businesses in Fremantle, Perth & Surroundings, Western Australia, Australia, and throughout the country.

As a locally-based company operating throughout Fremantle, Perth & Surroundings, Western Australia, Australia, COLETEK understands the challenges that regional businesses face. We recognize that our success is deeply intertwined with that of the surrounding communities, making us uniquely positioned to provide tailored solutions that cater to the distinct needs of this region.

Whether you're an entrepreneur looking to launch a new venture or a long-established organization seeking to expand your offerings, COletek's technology expertise and commitment to reliability ensure that our collaborative efforts are grounded in a deep understanding of your unique business objectives. By working together with Fremantle, Perth & Surroundings, Western Australia, Australia-based businesses like yours, we're proud to contribute to the region's economic growth and prosperity.

Fremantle, Perth & Surroundings, Western Australia, Australia's thriving economy is built on a foundation of innovation, resilience, and community. At COletek, we're honored to play an active role in this story by supporting businesses that are shaping the local landscape. Join forces with us today and discover how our combined expertise can help your organization flourish.