AI & Machine Learning Services for Tabor 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 Tabor 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 Tabor 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 Tabor 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 heart of Victoria's agricultural region, Tabor is a thriving community rich in history and culture. Yet, amidst this growth, businesses in Tabor, Victoria, Australia face unique challenges that require innovative thinking and technical expertise to drive success. This is where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been trusted by organizations across the nation for our unwavering commitment to reliability, collaboration, and capability. Our team of experienced engineers and product developers have worked with businesses from diverse sectors, helping them overcome complex challenges and stay ahead of the curve. With COLETEK on your side, you can tap into our expertise and know-how, supported by a rich history of delivering successful projects. In Tabor, Victoria, Australia, we're proud to be part of the local fabric, serving businesses across this charming region. Our presence is not just a matter of being "based in" or "operating throughout" – it's about being embedded in the community, understanding its unique needs and circumstances. We take pride in our ability to comprehend the intricacies of doing business in Tabor, Victoria, Australia, allowing us to provide tailored support that truly makes a difference. When you partner with COLETEK, you can rest assured that our team will work closely with yours to co-create innovative solutions that drive your business forward. With our capabilities spanning engineering and product development, we're well-equipped to tackle even the most complex problems. Whether it's streamlining operations, developing new products, or optimizing systems, our expertise is at your disposal. As a trusted national player in the Australian engineering landscape, COLETEK is committed to empowering innovation in Tabor, Victoria, Australia. Our commitment to excellence is unwavering, and we're dedicated to helping local businesses thrive in this vibrant community.