AI & Machine Learning Services for Gapsted 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 Gapsted 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 Gapsted 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 Gapsted 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 in the charming region of Gapsted, Victoria, Australia, you understand the importance of having a trusted partner to help drive your organization forward. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for delivering innovative solutions that exceed expectations. Located at the heart of Gapsted, Victoria, Australia, COLETEK is uniquely positioned to support local businesses and organizations like yours. Our team of experienced engineers and experts has a deep understanding of the region's unique challenges and opportunities, enabling us to develop tailored solutions that meet your specific needs. With years of experience and a reputation for reliability, collaboration, and capability, we've earned the trust of clients across Australia, from the urban centers to rural regions like Gapsted. Our ability to work together with businesses in Gapsted, Victoria, Australia has allowed us to deliver game-changing results that drive real growth and success. Through our collaborative approach, we take the time to understand your organization's objectives, challenges, and goals. This enables us to develop custom-engineered solutions that address specific needs and drives meaningful outcomes. Whether you're looking to improve operational efficiency, enhance customer experiences, or simply find new ways to stay competitive in an ever-changing market, our expertise is at your service. At COLETEK, we don't just talk about innovation – we live it. Our team of experts is dedicated to staying ahead of the curve, embracing cutting-edge technologies and best practices to ensure that our clients receive the most effective and efficient solutions possible. This has earned us a trusted reputation across Australia, and we're proud to be based in Gapsted, Victoria, Australia. So why choose COLETEK as your partner in engineering innovation? The answer is simple – we're committed to helping businesses like yours in Gapsted, Victoria, Australia thrive. Let's work together to build something remarkable.