AI & Machine Learning Services for Arkstone 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 forArkstone 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 Arkstone 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 forArkstone 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.

Working Together: COLETEK Supports Local Businesses in Arkstone and Beyond

In the heart of the Central Tablelands, Australia's rich landscape unfolds, teeming with life and opportunity. At COLETEK, we're committed to supporting the growth and success of local businesses like yours in Arkstone, New South Wales.

With our headquarters located in Central Tablelands, we're not just a national company - we're your neighbors. Our roots are deeply planted in this region, and we're dedicated to fostering strong relationships with the communities we serve. Whether you're an established player or just starting out, we understand the unique challenges and opportunities that come with doing business in Arkstone.

As trusted advisors to Australian businesses for years, we've developed a reputation for our comprehensive approach, strategic thinking, and innovative solutions. By combining industry expertise with local knowledge, we help drive growth, increase efficiency, and enhance customer experiences across the region. Whether you're looking to improve operations, explore new markets, or simply navigate the ever-changing business landscape, we'll be there to guide you every step of the way.

At COLETEK, we believe that trust is built on a foundation of understanding, reliability, and personalized attention. That's why our team takes the time to get to know your business - its strengths, challenges, and goals - before developing tailored solutions to meet your unique needs. By working closely with you, we ensure that our support is always aligned with your vision for success.

As a locally based company, we're deeply invested in the prosperity of Arkstone's economy. We understand the value of community engagement, collaboration, and forward-thinking approaches that drive positive change. Our passion for innovation and adaptability allows us to stay ahead of the curve, ensuring that our clients always benefit from the latest thinking and best practices.

Whether you're looking to expand your customer base, optimize operations, or simply navigate the complexities of doing business in Arkstone, New South Wales, we encourage you to reach out to COLETEK. Let us demonstrate how our expertise, local presence, and commitment to excellence can help drive growth and success for your business. Contact Us today.