AI & Machine Learning Services for Hartys Plains 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 forHartys Plains 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 Hartys Plains 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 forHartys Plains 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.

Your Trusted Partner in Hartys Plains and Beyond!

As a thriving hub on the Mid North Coast of New South Wales, Australia, Hartys Plains is a region bursting with natural beauty, rich culture, and resilient community spirit. At COLETEK, we're proud to operate from within our beloved Hartys Plains, where our team is deeply ingrained in the local fabric. With our strong presence in this charming area, we've honed a unique understanding of the region's intricate nuances, allowing us to provide tailored support and trusted counsel to our customers. As an Australian company with a national reach, COLETEK has earned its reputation for being a reliable partner to businesses across the country – including those right here in Hartys Plains. By combining our expertise with local know-how, we've fostered strong relationships built on trust, innovation, and unwavering commitment. This trifecta is what sets us apart from fly-by-night operators or distant corporations. COLETEK's roots run deep in Australian soil, and our connection to the community is paramount. We take pride in supporting small to medium-sized businesses throughout Hartys Plains and surrounding areas, recognizing the critical role they play in driving local economic growth and vitality. Our commitment extends beyond mere transactions – we invest time, resources, and expertise to genuinely empower our customers' successes. Your success is our greatest priority. In this era of rapid change, COLETEK's unwavering focus remains on delivering exceptional value to our clients. Whether you're a seasoned entrepreneur or an ambitious start-up, we'll work hand-in-hand with you to navigate challenges, seize opportunities, and drive results that matter. Our Hartys Plains operation is designed to be your trusted partner in this journey – one characterized by mutual respect, open communication, and unwavering dedication. From entrepreneurs to family-owned businesses, community groups to public sector organizations, COLETEK's breadth of experience and capabilities makes us the go-to choice for those seeking a true ally in Hartys Plains. So why settle for anything less? Work with a company that knows your area inside out – one that has been earning trust and fostering long-term relationships within our cherished community. Contact Us