AI & Machine Learning Services for Bannister 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 Bannister 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 Bannister 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 Bannister 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 renowned multidisciplinary engineering and product development company established in 2001, COLETEK is uniquely positioned to serve businesses across Bannister, New South Wales, Australia. Our team of experts has been built on the foundation of cutting-edge innovation, with a proven track record of delivering reliable solutions that drive growth and success.

Based in Bannister, New South Wales, Australia, we have developed strong relationships with local businesses across various industries, providing trusted support for their product development and engineering needs. Our national reputation has earned us the respect of clients throughout Australia, who rely on our expertise to streamline processes, boost productivity, and maximize market share.

At COLETEK, we pride ourselves on our ability to collaborate seamlessly with our clients, understanding their unique challenges and aspirations. By working together, we leverage our collective strengths to develop innovative solutions that meet the evolving needs of Bannister's business community.

With a commitment to building long-term relationships, we strive to deliver exceptional value to our clients across Bannister, New South Wales, Australia. Our multidisciplinary expertise encompasses engineering, product development, and innovation, allowing us to tackle complex problems with precision and creativity. Whether you're looking to improve operational efficiency or develop new products to drive growth, we are dedicated to providing reliable support and guidance every step of the way.

As a trusted partner for businesses across Bannister, New South Wales, Australia, COLETEK is here to navigate the complexities of product development and engineering. Our team's collective expertise means that no matter your industry, sector, or specific challenge, we have the capability and innovative spirit to deliver remarkable results.