AI & Machine Learning Services for Orange Grove 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 Orange Grove 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 Orange Grove 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 Orange Grove 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 community nestled in the heart of New South Wales, Orange Grove is home to a diverse range of businesses that drive innovation and growth. At COLETEK, we're proud to be part of this narrative, serving businesses across Orange Grove, New South Wales, Australia with our multidisciplinary expertise in engineering and product development. Established in 2001, COLETEK has built a trusted national reputation for delivering exceptional results through collaboration, innovation, and unwavering commitment to excellence. Our team of experienced engineers and professionals is dedicated to understanding the unique challenges faced by businesses like yours and developing tailor-made solutions that drive success. Whether you're looking to prototype a new product, optimize your existing operations, or pioneer a new market trend, our multidisciplinary approach will give you the competitive edge you need to succeed. At COLETEK, we operate throughout Orange Grove, New South Wales, Australia, providing reliable and capable support for businesses of all sizes and sectors. What sets us apart is our commitment to ongoing learning, collaboration, and trust. We believe in building long-term relationships with our clients, based on open communication, transparency, and a shared desire to make a meaningful impact. Our expertise spans multiple disciplines, including mechanical, electrical, software, and materials engineering, ensuring that we can tackle the most complex challenges. By partnering with COLETEK, you'll gain access to cutting-edge capabilities, deep industry knowledge, and a passion for innovation that will help you stay ahead of the curve. Whether you're looking to revolutionize your product line, streamline your processes, or simply find new ways to grow, we're here to support you every step of the way. So why wait? Let's build something remarkable together. Explore how COLETEK can support your business in Orange Grove, New South Wales, Australia: