AI & Machine Learning Services for Wallup 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 Wallup 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 Wallup 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 Wallup 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 respected multidisciplinary Australian engineering and product development company established in 2001, COLETEK proudly serves businesses across Wallup, Victoria, Australia. Our reputation for innovation, reliability, and collaboration has earned us a trusted national presence, allowing us to support local enterprises like yours with the expertise you need to thrive. With offices operating throughout the country, including in Wallup, Victoria, Australia, our team of experienced engineers and product developers is dedicated to helping businesses like yours overcome challenges and capitalize on opportunities. Whether you're seeking solutions for a new project or looking to improve operations, COLETEK's multidisciplinary approach ensures that we can assist with a broad range of needs. At COLETEK, we believe in building strong relationships with our clients, based on open communication, trust, and mutual understanding. Our commitment to delivering exceptional results has earned us a reputation for reliability, allowing you to count on us to provide expert support whenever you need it. By working together, we can help you achieve your goals and drive innovation in your industry. COLETEK's extensive experience, combined with our national presence and trusted reputation, makes us an ideal partner for businesses serving Wallup, Victoria, Australia and beyond. When you need engineering and product development expertise that you can rely on, look no further than COLETEK. Let us bring our capabilities to bear, helping you achieve success in the ever-changing landscape of your industry. To learn more about how COLETEK can support your business needs in Wallup, Victoria, Australia, don't hesitate to reach out. Our team is standing by, ready to provide expert guidance and partnership as we work together to build something remarkable.