AI & Machine Learning Services for Bannerton 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 Bannerton 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 Bannerton 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 Bannerton 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.

As a thriving regional town in the heart of Victoria, Australia, Bannerton is known for its strong agricultural heritage and rich cultural diversity. For businesses in this area, it's essential to have reliable partners who can help drive growth, innovation, and efficiency. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for delivering exceptional results. With years of experience in serving businesses across Bannerton, Victoria, Australia, we've earned a trusted name throughout the region. Our commitment to innovation, collaboration, and exceptional service has allowed us to build long-lasting relationships with clients from various industries. We take pride in being more than just an engineering firm – we're your partners in driving success. Based in Bannerton, Victoria, Australia, COLETEK understands the unique challenges faced by local businesses. We operate throughout the country, working closely with clients to develop custom solutions that meet their specific needs. From product design and development to manufacturing and testing, our capabilities are designed to help you overcome obstacles and achieve your goals. As a trusted partner for businesses in Bannerton, Victoria, Australia, we're committed to delivering reliable results that drive growth, increase efficiency, and reduce costs. Our capability to collaborate with clients across various industries has earned us recognition as a go-to firm for innovative product development and engineering solutions. If you're looking for a long-term partner who can help your business thrive in Bannerton, Victoria, Australia, look no further than COLETEK. We're dedicated to supporting local businesses like yours through every phase of development, from concept to production and beyond.