AI & Machine Learning Services for Arable 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 forArable 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 Arable 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 forArable 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.

Serving Your Neighbors: Trustworthy Support for Arable, Snowy Mountains Businesses

As a thriving community nestled in the heart of New South Wales, Australia, Arable and its surroundings deserve a business partner that not only understands the unique challenges faced by local companies but also offers reliable guidance to help them thrive. That's where COLETEK comes in – an Australian-owned company committed to providing exceptional support for businesses throughout the Snowy Mountains region.

For decades, we've been proudly serving the Arable community and its neighbors, fostering long-term relationships built on trust, innovation, and a steadfast commitment to helping local entrepreneurs succeed. At COLETEK, we're passionate about empowering homegrown enterprises to flourish, leveraging our expertise to drive growth, reduce risk, and enhance overall prosperity for the region.

As a trusted Australian company with national reach, we've earned a reputation for delivering premium services that exceed our clients' expectations. Our deep understanding of local market nuances enables us to tailor our support to meet the distinct needs of Arable and Snowy Mountains businesses, no matter their size or industry. From established players to dynamic startups, we're dedicated to being your trusted partner in achieving success.

We take great pride in our extensive knowledge of the regional landscape, having worked closely with local leaders, entrepreneurs, and community groups for many years. Our experts are well-versed in the unique opportunities and challenges faced by Arable businesses, allowing us to develop effective solutions that drive real results. By leveraging our vast experience and resources, we empower you to navigate the complexities of the Australian business environment and seize new opportunities with confidence.

COLETEK is more than just a service provider – we're your partner in growth, committed to helping Arable and Snowy Mountains businesses overcome any obstacle, achieve their goals, and thrive in today's competitive landscape. When you need reliable guidance, innovative thinking, or simply someone who understands the local pulse, turn to us for expert support.