AI & Machine Learning Services for Tarrington 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 Tarrington 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 Tarrington 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 Tarrington 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 the gateway to the Wimmera region, Tarrington, Victoria, Australia is a thriving community that relies on trusted partners like COLETEK to support its growth. For over two decades, our company has been at the forefront of Australian engineering and product development, earning a reputation for reliability, collaboration, and capability. Established in 2001, COLETEK is a multidisciplinary company with expertise spanning multiple industries. Our team of experts works closely with clients to deliver tailored solutions that drive business success. With our headquarters based in Tarrington, Victoria, Australia, we're well-positioned to serve businesses across the region. At COLETEK, we believe that innovation should be grounded in a deep understanding of local needs and challenges. That's why we take the time to listen to your vision, understand your goals, and develop solutions tailored to your unique situation. Our experienced team is committed to working alongside you, sharing their expertise, and collaborating to find the best possible outcomes. In Tarrington, Victoria, Australia, we've had the privilege of supporting local businesses across various industries. From agriculture to manufacturing, our engineering and product development capabilities have helped shape the region's growth. With a firm commitment to innovation and customer satisfaction, we're dedicated to being a trusted partner in the Wimmera region. Whether you're an established business looking to expand or a start-up seeking to make its mark, COLETEK is here to help you achieve your goals. Our multidisciplinary approach ensures that our solutions are comprehensive, effective, and aligned with your objectives. By partnering with us, you can trust that you'll receive expert guidance, cutting-edge innovation, and unparalleled support. In Tarrington, Victoria, Australia, the future is bright, and COLETEK is here to help write its story. Let's build something remarkable together.