AI & Machine Learning Services for Adelaide Lead 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 Adelaide Lead 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 Adelaide Lead 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 Adelaide Lead 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.

At COLETEK, we're passionate about empowering local businesses across Adelaide Lead, Victoria, Australia to thrive in an ever-changing world. With our multidisciplinary Australian engineering and product development expertise, established in 2001, we've built a reputation as a trusted partner for companies seeking innovative, reliable solutions. Our team of skilled engineers and developers is dedicated to collaborating with clients to bring their vision to life. As a respected company operating throughout Australia, including Adelaide Lead, Victoria, Australia, we understand the unique challenges and opportunities that come with doing business in this region. That's why our approach is centered on building strong relationships, actively listening to your needs, and providing tailored engineering solutions that drive real value for your organization. By leveraging our combined expertise in product development, design, and engineering, we help businesses across Adelaide Lead, Victoria, Australia overcome the complexities of manufacturing, supply chain management, and more. Our team tackles these challenges head-on, applying cutting-edge techniques and technologies to ensure seamless integration with existing processes and systems. What sets us apart? Our commitment to reliability, collaboration, and capability. We're not just offering a one-size-fits-all solution; we take the time to understand your distinct goals and objectives. This personalized approach has earned us a national reputation as a trusted partner for businesses seeking innovative solutions. If you're based in Adelaide Lead, Victoria, Australia, or operating across Australia, COLETEK is here to help you drive growth, streamline operations, and build resilience. Let's work together to create something remarkable.