AI & Machine Learning Services for Garthowen 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 Garthowen 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 Garthowen 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 Garthowen 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 thriving region in the heart of New South Wales, Australia, Garthowen is home to a diverse range of businesses and industries. At COLETEK, we're proud to be serving these local organizations with our multidisciplinary expertise in engineering and product development. Established in 2001, our Australian-based company has built a reputation as a trusted partner for businesses across the nation, including right here in Garthowen. Our team of skilled engineers, designers, and developers work collaboratively to deliver innovative solutions that meet the unique needs of our clients. By operating throughout Garthowen, New South Wales, Australia, and beyond, we've developed an in-depth understanding of the region's specific challenges and opportunities. This insight enables us to tailor our services to support local businesses, helping them overcome obstacles and capitalize on growth prospects. At COLETEK, we're dedicated to building strong relationships with our clients, based in Garthowen, New South Wales, Australia, and across the country. Our commitment to reliability, trustworthiness, and capability has earned us a national reputation as a go-to partner for businesses seeking innovative engineering and product development solutions. Whether you're looking to enhance your production processes, improve supply chain efficiency, or create new products that meet customer demand, our multidisciplinary team is equipped to support your goals. We've helped numerous organizations in Garthowen, New South Wales, Australia navigate the ever-changing landscape of their respective industries, and we'd be delighted to do the same for you. By joining forces with COLETEK, based in Garthowen, New South Wales, Australia, you can tap into a wealth of knowledge, experience, and innovation. Let us help you build something truly remarkable – contact us today to explore how our engineering and product development expertise can benefit your business.