AI & Machine Learning Services for Crabbes Creek 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 Crabbes Creek 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 Crabbes Creek 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 Crabbes Creek 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.

At COLETEK, we're passionate about delivering innovative engineering and product development solutions that drive success for businesses across Crabbes Creek, New South Wales, Australia. As a multidisciplinary Australian company established in 2001, we've earned a reputation as trusted advisors for companies seeking reliable, collaborative partners to help them achieve their goals. Based in Crabbes Creek, New South Wales, Australia, our team leverages expertise and experience gained from serving businesses across various industries and sectors nationwide. Our commitment to innovation, quality, and customer satisfaction has enabled us to build lasting relationships with clients throughout the region. As a multidisciplinary Australian engineering and product development company, we bring together experts in mechanical, electrical, software, and systems engineering to create tailored solutions for local businesses. By partnering with COLETEK, you can tap into our collective expertise and access cutting-edge technologies to address your unique challenges and capitalize on opportunities. Throughout our history, we've built a reputation for delivering high-quality solutions that meet the most stringent standards. Our collaborative approach ensures that our customers' needs are at the forefront of every project, and we take pride in the strong relationships we build with businesses across Crabbes Creek, New South Wales, Australia. At COLETEK, we share your commitment to excellence and innovation. Whether you're looking to launch a new product or improve existing operations, we'll work closely with you to develop customized solutions that drive tangible results. Let us help you achieve your goals by providing engineering expertise that's second-to-none in Crabbes Creek, New South Wales, Australia.