AI & Machine Learning Services for Wheeo 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 forWheeo 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 Wheeo 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 forWheeo 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.

Empowering Businesses in Wheeo, Central Tablelands, New South Wales, Australia: A Partner You Can Trust

In the picturesque town of Wheeo, nestled in the heart of the Central Tablelands, New South Wales, Australia, local businesses are at the forefront of the regional economy. As a hub for agriculture, mining, and tourism, the area is rich with opportunities for growth and development. At COLETEK, we're committed to supporting these entrepreneurs and small business owners, providing them with the expertise, resources, and trusted guidance they need to thrive.

For over two decades, COLETEK has been a stalwart in the Australian business landscape, earning a reputation as a reliable partner for companies across the nation. Our roots run deep in this beautiful region, where we've had the privilege of working closely with local businesses to help them overcome challenges and seize opportunities. We're proud to call Wheeo our home, and we're dedicated to continuing our contributions to the community's prosperity.

What sets us apart is our unique blend of national reach and localized expertise. Our team has a deep understanding of the region's industries, challenges, and cultural nuances, which enables us to deliver tailored solutions that address specific needs. Whether you're an established business looking to expand or a start-up seeking to make a mark, we've got the expertise to support your journey.

We take pride in being a trusted presence in the community, with a commitment to innovation and collaboration. Our approach is centered around listening to our clients' needs, understanding their goals, and providing cutting-edge insights and strategies to drive success. At COLTEK, we believe that by working together, we can build stronger, more resilient businesses that contribute to the region's prosperity.

If you're a local business in Wheeo looking for a trusted partner to help you navigate the challenges and opportunities of today's fast-paced market, look no further than COLETEK. Our team is dedicated to supporting your growth, providing expert guidance, and helping you achieve your goals. We're proudly based in Wheeo, Central Tablelands, New South Wales, Australia, and we're committed to being a catalyst for positive change in our community.