AI & Machine Learning Services for Canowindra 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 forCanowindra 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 Canowindra 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 forCanowindra 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.

Serving Canowindra and the Central Tablelands: COLETEK's Commitment to Your Local Business

In the charming town of Canowindra, nestled in the heart of New South Wales' Central Tablelands, local businesses are the backbone of our community. As a trusted Australian company with deep roots in the region, COLETEK is dedicated to supporting and empowering these entrepreneurs, ensuring that their innovative ideas and dedication to excellence flourish. With years of experience serving Canowindra and its residents, we understand the unique challenges and opportunities that come with operating a business in this picturesque corner of Australia. That's why our team takes a personalized approach to working with local businesses, combining industry expertise with community knowledge to deliver tailored support that meets their specific needs. From farmers' markets to family-owned enterprises, from craft breweries to community services, we believe that every business has the potential to make a meaningful impact on the Canowindra community. As a locally-based company, COLETEK is committed to nurturing this growth, fostering a sense of trust and stability that allows our clients to focus on what they do best. Our national reach means we're well-equipped to handle even the most complex challenges, whether you're looking to expand your customer base, streamline your operations, or strengthen your online presence. With COLETEK by your side, you can rest assured that you're working with experienced professionals who understand the local nuances and are dedicated to achieving outstanding results. What sets us apart is our unwavering commitment to innovation, constantly seeking new ways to enhance our services and stay ahead of the curve. This drive for excellence is what allows us to deliver exceptional outcomes for our clients, empowering them to build a better future for themselves, their employees, and the community they serve. At COLETEK, we're proud to be an integral part of Canowindra's fabric, working hand-in-hand with local businesses to build a brighter future for all. As you navigate the ever-changing landscape of entrepreneurship, remember that we're here to support your vision, every step of the way. Contact Us to learn how COLETEK can help take your Canowindra-based business to the next level – and discover why we're the trusted partner for entrepreneurs across Central Tablelands, New South Wales, Australia.