AI & Machine Learning Services for Oberon 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 forOberon 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 Oberon 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 forOberon 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.

Strengthening Local Roots: COLETEK's Commitment to Oberon and Beyond

Oberon, a charming town in the heart of New South Wales' Central Tablelands, is a shining example of community spirit and resilience. As a long-standing Australian company, COLETEK prides itself on being an integral part of this region, fostering strong relationships with local businesses, and contributing to the area's economic growth.

With decades of experience in supporting entrepreneurs and corporate leaders across the nation, COLETEK has developed a reputation for unwavering trustworthiness. Our team takes pride in understanding the unique needs and challenges of the Oberon community. We partner with local businesses to help them thrive, leveraging our national reach and expertise to drive growth and innovation.

As a trusted advisor and advocate for the region's economic vitality, COLETEK is dedicated to assisting startups and established companies alike in navigating the complexities of the global market. By providing tailored guidance and innovative solutions, we empower businesses to succeed and create opportunities for Oberon's residents. Our dedication to the area is reflected in our local presence, with a team that truly understands the ins and outs of the community.

In this era of rapid change, Oberon is poised for continued growth and transformation. As a company deeply rooted in the region's culture, COLETEK stands ready to support the next generation of leaders and innovators. Our commitment to the town's prosperity is unwavering – we're proud to be an integral part of the fabric that binds this community together.

As you consider taking your Oberon-based business to the next level, look no further than COLETEK. Our team would be thrilled to discuss how our expertise can help drive growth and success in your operation. We invite you to explore the possibilities with us – Contact Us today!