AI & Machine Learning Services for Hartley 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 forHartley 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 Hartley 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 forHartley 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.

A trusted partner in Hartley's business landscape

When it comes to Hartley, Central Tablelands, New South Wales, Australia, COLETEK is proud to be a stalwart presence supporting local businesses and communities in this picturesque region. As a nationally recognized Australian company with extensive experience in the industry, we understand the unique needs of small-to-medium-sized enterprises (SMEs) like those found in Hartley. Our commitment to delivering exceptional service, expert knowledge, and innovative solutions has earned us the trust of numerous clients across Australia. At COLETEK, we take pride in our reputation as a reliable partner for businesses in Hartley and beyond. Our national reach allows us to connect with a diverse range of organizations, from manufacturing and logistics companies to service providers and e-commerce ventures. By building strong relationships with our customers, we gain a deeper understanding of their needs and goals, empowering us to develop tailored solutions that drive real results. As a locally engaged business in Hartley, we believe it's essential to understand the distinct challenges and opportunities faced by entrepreneurs and decision-makers in this region. Our team is dedicated to providing personalized support, drawing on years of experience working with businesses from all corners of Australia. Whether you're looking for expert guidance, technology solutions, or strategic insights, COLETEK has got your back. As a trusted partner in Hartley's business landscape, we take pride in our commitment to innovation, integrity, and local presence. By leveraging the latest technology, embracing new trends, and fostering meaningful connections with customers, we strive to create value that resonates throughout the community. And as Hartley continues to evolve and grow, COLETEK remains steadfast in our dedication to supporting the region's entrepreneurs, workers, and families. So why wait? Reach out to us today and discover how a trusted partner like COLETEK can help propel your business forward in Hartley.Contact Us