AI & Machine Learning Services for Peronne 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 Peronne 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 Peronne 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 Peronne 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 proudly represent a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience under our belt, we've built a reputation for delivering innovative solutions that empower businesses across Peronne, Victoria, Australia and beyond. Operating throughout Peronne, Victoria, Australia, our team is committed to collaborating with local organizations to address unique challenges and drive success. Whether you're a startup or an established player in the region's thriving community, our expertise in engineering and product development can help you stay ahead of the curve. At COLETEK, we understand that every business is distinct, which is why we tailor our approach to meet your specific needs. In Peronne, Victoria, Australia, businesses often face complex problems requiring a deep understanding of mechanical systems, electrical circuits, and software integration. Our team comprises skilled engineers and product developers who have worked with clients from diverse industries, including manufacturing, healthcare, and finance. By combining these strengths with our national reputation for reliability, COLETEK is well-positioned to support Peronne's business community in its quest for excellence. Our commitment to innovation and collaboration has earned us the trust of many Australian businesses across various sectors. When it comes to engineering and product development, we believe that strong relationships are the key to unlocking lasting success. By leveraging our expertise and partnering with you, we can co-create innovative solutions that propel your business forward. In Peronne, Victoria, Australia, COLETEK is dedicated to supporting local organizations in their pursuit of growth, innovation, and prosperity. Whether you need help solving a specific problem or want to stay ahead of the competition, our team is here to assist you every step of the way.