AI & Machine Learning Services for Farrants Hill 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 Farrants Hill 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 Farrants Hill 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 Farrants Hill 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, Australia, Farrants Hill presents a unique set of challenges and opportunities for local businesses. At COLETEK, we're proud to support these enterprises by leveraging our multidisciplinary expertise in engineering and product development. Established in 2001, we've built a reputation as a trusted national partner for organizations seeking game-changing solutions that drive growth and prosperity. Based in Farrants Hill, New South Wales, Australia, our team is perfectly positioned to understand the distinct needs and challenges of local businesses. We operate throughout the region, working closely with our clients to develop innovative products and engineering solutions that help them overcome obstacles and seize new opportunities. Whether you're looking to improve efficiency, reduce costs, or stay ahead of the competition, we're committed to providing the expertise and support necessary for your success. At COLETEK, we pride ourselves on being a collaborative partner that puts our clients' needs at the forefront of every project. Our multidisciplinary approach brings together experts from various fields, allowing us to tackle complex challenges holistically. We're passionate about delivering reliable solutions that meet our clients' specific requirements and help them achieve their goals. By collaborating with COLETEK, businesses in Farrants Hill, New South Wales, Australia can benefit from our nation-wide expertise, innovative thinking, and commitment to exceptional service. If you're looking for a trusted partner to help you build something remarkable, let's start talking.