AI & Machine Learning Services for Toonumbar 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 Toonumbar 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 Toonumbar 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 Toonumbar 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.

In the heart of Toonumbar, New South Wales, Australia lies a thriving community, rich in history, culture, and natural beauty. As local businesses strive to make their mark, they need trusted partners who understand the region's unique landscape and challenges. COLETEK is that partner, bringing over two decades of experience in engineering and product development to serve businesses across Toonumbar, New South Wales, Australia.

We are a multidisciplinary Australian company established in 2001, backed by a national reputation for reliability, innovation, and capability. Our experts work closely with clients to deliver tailored solutions that meet the specific needs of their projects. From concept development through to production, we are committed to helping local businesses in Toonumbar, New South Wales, Australia thrive.

With an understanding of the region's growth drivers and challenges, our team is well-equipped to support businesses seeking to capitalize on opportunities across various sectors. By partnering with us, organizations can tap into our extensive expertise, leveraging our capacity for innovation and collaboration to drive progress. Whether you're looking to enhance operations, streamline processes, or develop new products, we are here to provide trusted guidance.

COLETEK's commitment to the region is reflected in our long-standing relationships with local businesses and organizations. We believe that strong partnerships are built on mutual respect, trust, and a deep understanding of the community's needs. By serving as a trusted advisor and technical partner, we empower Toonumbar's businesses to grow, innovate, and succeed.

For more than 20 years, COLETEK has been a reliable partner for businesses across Australia, with expertise spanning multiple disciplines. Our presence in Toonumbar, New South Wales, Australia is testament to our dedication to supporting local growth and development. By combining our national reputation with intimate knowledge of the region, we are uniquely positioned to support your business needs.