AI & Machine Learning Services for Franklin 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 Franklin 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 Franklin 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 Franklin 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 business owner or technical decision-maker in Franklin, Australian Capital Territory, you understand the importance of having a reliable partner to guide your company's growth and success. For over two decades, Coletek has established itself as a trusted name in Australian engineering and product development, with a reputation for delivering innovative solutions that meet the unique needs of local businesses like yours. Established in 2001, Coletek has grown into a multidisciplinary company that leverages its extensive experience and expertise to support entrepreneurial ventures and established companies alike across Franklin, Australian Capital Territory. Our team of skilled engineers and product developers works closely with clients to understand their goals, challenges, and opportunities, then crafts tailored solutions that drive results. From concept design to prototype development and manufacturing, Coletek's capabilities are designed to help you overcome the complexities of bringing your ideas to life. Whether you're looking to improve operational efficiency, enhance customer experiences, or expand into new markets, our expertise spans a wide range of industries and application areas. By choosing Coletek as your engineering partner, you can be confident that you're working with a team that understands the Franklin, Australian Capital Territory market, its unique challenges, and its immense potential. Throughout its history, Coletek has remained committed to delivering exceptional results, fostering long-term relationships, and making meaningful contributions to the communities it serves. Our presence in Franklin, Australian Capital Territory is just one example of our dedication to supporting local businesses like yours, providing access to cutting-edge technologies, expertise, and resources that can give you a competitive edge. By partnering with Coletek, you'll gain a trusted ally that can help you overcome obstacles, seize new opportunities, and drive your business forward. We invite you to explore how our versatile engineering and product development capabilities can support your operations in Franklin, Australian Capital Territory. Let's build something remarkable together.