AI & Machine Learning Services for Banyan 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 Banyan 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 Banyan 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 Banyan 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 trusted national engineering and product development company based in Banyan, Victoria, Australia, our mission is to empower local businesses like yours to reach new heights. With over 20 years of experience and a proven track record of delivering innovative solutions, we have earned a reputation as a reliable partner for businesses across the region. Our multidisciplinary team of experts has been operating throughout Australia since 2001, with a strong presence in Banyan, Victoria, Australia. We take pride in our ability to collaborate seamlessly with local businesses, understanding their unique needs and challenges before developing tailored solutions that drive results. As your partner in innovation, we bring reliability, expertise, and a commitment to excellence to the table. Whether you're looking to improve manufacturing processes, optimize supply chain management, or develop new products and services, our team is equipped to guide you every step of the way. With our extensive experience serving businesses across Banyan, Victoria, Australia, we have a deep understanding of the local market and its specific challenges. Our locally-anchored expertise, combined with our national scope, makes us uniquely positioned to support your business needs in Banyan, Victoria, Australia. Our team is skilled at bridging the gap between technology and practical applications, ensuring that our solutions are not only innovative but also relevant to the local context. As you navigate the complexities of growing your business in today's fast-paced environment, we invite you to partner with us. Let our expertise and experience serve as a catalyst for growth, innovation, and success. From product development to manufacturing process optimization, we are here to empower your organization to thrive in Banyan, Victoria, Australia.