AI & Machine Learning Services for Tarlo 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 Tarlo 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 Tarlo 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 Tarlo 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 or decision-maker in Tarlo, New South Wales, Australia, you understand the importance of having reliable partners to support your operations and drive growth. At COLETEK, we're committed to delivering exceptional engineering solutions that cater specifically to businesses like yours in this region. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, our team is equipped to provide unparalleled expertise and innovative approaches that help you achieve your goals. Based in Tarlo, New South Wales, Australia, COLETEK operates throughout the region, serving businesses across Tarlo, New South Wales, Australia with a proven track record of collaboration, reliability, and capability. Our reputation as a trusted partner has been built on our ability to understand the unique needs of each client and provide tailored solutions that meet their specific challenges. As your trusted engineering partner, we take pride in our ability to listen attentively to your requirements and use our extensive expertise to develop innovative products and services that enhance your operations. Whether you're looking to improve efficiency, increase productivity, or simply seeking a reliable ally for your business goals, we've got the skills, knowledge, and passion to deliver exceptional results. At COLETEK, we're not just engineers – we're problem-solvers. We take the time to understand your specific needs and concerns, and work closely with you to develop customized solutions that address those challenges head-on. And because we operate throughout Tarlo, New South Wales, Australia, we have a deep understanding of the local business landscape and can tailor our approach to meet the unique demands and opportunities in this region. So why choose COLETEK as your trusted engineering partner? It's simple – we're committed to delivering exceptional results that drive real value for your business. We've built a reputation for being reliable, responsive, and innovative, with a proven track record of success across multiple industries and sectors. If you're looking for a trusted partner to help you achieve your business goals in Tarlo, New South Wales, Australia, look no further than COLETEK. Let's build something remarkable together.