AI & Machine Learning Services for Frenchmans 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 Frenchmans 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Frenchmans 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 Frenchmans 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, COLETEK has been serving businesses across Frenchmans, Victoria, Australia since 2001. Our multidisciplinary expertise spans from concept to prototype, with an unwavering commitment to delivering innovative solutions that drive growth and success. With our deep understanding of the local market in Frenchmans and broader Australian landscape, we've developed a reputation for reliability, collaboration, and capability that has earned the trust of businesses across various industries. By leveraging our diverse engineering expertise, we empower entrepreneurs and decision-makers like you to bring their vision to life. When it comes to product development or innovative technology adoption, COLETEK's seasoned professionals are dedicated to working closely with business owners and leaders in Frenchmans, Victoria, Australia to identify and solve unique challenges. From crafting bespoke solutions for your existing operations to introducing new market opportunities, we're committed to providing expert support that complements your own goals. At COLETEK, we take pride in being an integral part of the Australian innovation ecosystem. Our team is passionate about driving positive change through engineering and product development, working closely with clients across Frenchmans, Victoria, Australia and beyond. By combining our expertise with yours, we can achieve remarkable results that transform your business and enhance the community. Are you looking for a trusted partner to help you navigate the complex world of engineering and product development? Want to leverage COLETEK's extensive experience and innovation to drive growth and success in Frenchmans, Victoria, Australia? Then let's start building something remarkable together. Contact us today to learn more about how our multidisciplinary team can empower your business.