AI & Machine Learning Services for Tylden South 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 Tylden South 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 Tylden South 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 Tylden South 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 Gippsland region, Tylden South is a thriving hub of economic activity. With its strong agricultural industry and growing population, it's an exciting time for businesses to establish themselves here. And when it comes to reliable engineering and product development support, COLETEK stands out as the trusted partner for organisations in Tylden South. Established in 2001, COLETEK is a multidisciplinary Australian company with a national reputation for innovation and expertise. Based in Tylden South, Victoria, Australia, we've developed a deep understanding of local market needs and challenges. Our team of experienced engineers and product developers work closely with clients to deliver tailored solutions that drive success. For businesses operating in Tylden South and beyond, we provide the reliability they can count on. Whether you're seeking innovative engineering solutions or expert product development guidance, COLETEK delivers capable, collaborative support every step of the way. Our national scope allows us to serve organisations across a wide range of industries and sectors, adapting our expertise to meet unique needs. Through collaborations with clients in Tylden South, we've helped drive progress and growth. Our experience has taught us that trust, communication, and a passion for innovation are key to building successful partnerships. By leveraging COLETEK's multidisciplinary strengths, you can tackle even the most complex challenges and seize opportunities. As businesses in Tylden South continue to grow and evolve, we're here to support every stage of their journey. With our expertise rooted in engineering and product development, we'll help your organisation thrive in this dynamic region.