AI & Machine Learning Services for Tarranyurk 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 Tarranyurk 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 Tarranyurk 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 Tarranyurk 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has a national reputation built on reliability, collaboration, and capability. With our headquarters based in Tarranyurk, Victoria, Australia, we're perfectly positioned to support businesses across this thriving region. At COLETEK, we take pride in our ability to serve as a trusted partner for local industries, helping them to innovate, improve efficiency, and drive growth. Whether you're a manufacturer looking to streamline processes or a startup seeking to develop a game-changing product, our team of experienced engineers is equipped to deliver tailored solutions that meet the unique needs of your business. Operating throughout Tarranyurk, Victoria, Australia, and beyond, we've established a reputation for delivering on-time, on-budget, and with minimal disruption to your operations. Our commitment to collaboration means working closely with you every step of the way to ensure our solutions align with your vision and goals. Our multidisciplinary approach allows us to draw upon a broad range of engineering expertise, from mechanical design and systems integration to software development and electronics. This versatility enables us to tackle complex projects across multiple disciplines, giving you confidence that we can address the most challenging engineering problems facing your Tarranyurk, Victoria, Australia business. By partnering with COLETEK, you gain access to a proven track record of success, combined with our passion for innovation and customer satisfaction. When it comes to supporting businesses in Tarranyurk, Victoria, Australia, we're committed to delivering exceptional results that exceed your expectations.