AI & Machine Learning Services for Yarragon 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 for Yarragon 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 Yarragon 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 for Yarragon 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team has built a reputation for delivering reliable solutions that meet the unique needs of businesses like yours across Yarragon, Victoria, Australia. For over two decades, we've been based in Yarragon, Victoria, Australia and have operated throughout to support local companies, innovators, and entrepreneurs. Our goal is simple: to be a trusted partner in helping you overcome engineering challenges and achieve your business objectives. With our expertise, collaboration becomes the key to success. COLETEK's comprehensive services encompass a wide range of industries and sectors, ensuring that we're well-equipped to tackle complex projects. Our innovative approach enables us to find creative solutions tailored to the specific needs of Yarragon, Victoria, Australia businesses. Whether you're an established player or an emerging start-up, our team is dedicated to delivering exceptional results. At COLETEK, we know that building strong relationships with local stakeholders is crucial for any successful engineering project. That's why we take a genuinely collaborative approach, working closely with you to understand your needs and develop customized solutions that meet the demands of Yarragon, Victoria, Australia's dynamic business landscape. Our commitment to serving businesses across Yarragon, Victoria, Australia has earned us a reputation as a reliable partner for engineering excellence. When it comes to product development, innovation, and expertise, COLETEK is the trusted choice for companies seeking top-notch solutions that drive growth and success. If you're looking for an engineering partner that truly understands the unique needs of Yarragon, Victoria, Australia businesses, look no further than COLETEK. Contact us today to discover how our comprehensive services can benefit your operations, support your growth strategy, or simply help overcome specific challenges.