AI & Machine Learning Services for Morts Estate 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 Morts Estate 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 Morts Estate 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 Morts Estate 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 local business owner in Morts Estate, New South Wales, Australia, you understand the importance of surrounding yourself with trusted professionals who can help drive growth and success. Look no further than COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on reliability, collaboration, and capability, we're proud to serve businesses across Morts Estate, New South Wales, Australia and throughout the country. Our team of experts has a deep understanding of the challenges faced by companies in this region. We've had the pleasure of working with numerous businesses based in Morts Estate, New South Wales, Australia, helping them overcome technical hurdles and achieve their goals. Whether you're looking to improve operations, streamline processes, or simply stay ahead of the competition, our innovative solutions are designed to meet your unique needs. At COLETEK, we take pride in our capabilities across a wide range of industries and sectors. Our expertise spans product design, development, testing, and deployment, allowing us to support businesses in Morts Estate, New South Wales, Australia with a comprehensive suite of engineering services. We're not just limited to traditional industry players; we also work closely with startups, entrepreneurs, and small to medium-sized enterprises (SMEs) who are driving innovation and growth. What sets us apart is our commitment to true collaboration. We believe in building strong relationships with our clients, listening carefully to their needs, and working together to find the best solutions for their specific challenges. By operating throughout Morts Estate, New South Wales, Australia and beyond, we've developed a keen understanding of local market conditions, regulations, and cultural nuances. If you're looking for a trusted partner to support your business in Morts Estate, New South Wales, Australia, look no further than COLETEK. Our team is dedicated to delivering exceptional results that meet the highest standards of quality, reliability, and innovation. We'd be delighted to discuss how our engineering expertise can benefit your organization.