AI & Machine Learning Services for Armatree 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 forArmatree 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 Armatree 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 forArmatree 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.

A Trusted Partner for Armatree Businesses: Your Local Connection to COLETEK

Located in the heart of New South Wales, Australia, Armatree on the Central West Slopes is a thriving hub of local commerce and industry. As a business owner or entrepreneur in this community, you understand the importance of partnering with a trusted advisor who knows your region inside out. That's where COLETEK comes in – a national company with a strong local presence that has been supporting businesses like yours for years.

n Armatree, we're proud to call ourselves part of your local community. Our team has a deep understanding of the unique challenges and opportunities that come with operating a business in this region. From agriculture to manufacturing, and from small family-run operations to larger corporate entities, our expertise is unmatched when it comes to navigating the complexities of doing business on the Central West Slopes.

But what truly sets us apart is our commitment to innovation. Whether you're looking to leverage cutting-edge technology or develop a custom strategy for growth, we're constantly updating our skills and knowledge to stay ahead of the curve. This means you can trust that any advice or guidance you receive from COLETEK is not only informed by local experience but also backed by national expertise.

As a locally-based company with a strong track record of supporting businesses throughout Armatree and the Central West Slopes, we're dedicated to helping you overcome any obstacles and achieve your goals. From planning and strategy to implementation and evaluation, our team is your partner every step of the way – providing unwavering support that's tailored to your unique needs.

So why choose COLETEK as your trusted advisor? Simply stated, our local presence allows us to understand the intricacies of operating in Armatree, while our national reach gives you access to a wealth of knowledge and resources. Our commitment to innovation keeps your business ahead of the curve, and our support is always available when you need it most.

If you're looking for a trusted partner to help navigate the ever-changing landscape of doing business in Armatree, Central West Slopes, New South Wales, Australia, we invite you to experience the COLETEK difference. Contact us today to learn more about how our local expertise and national support can benefit your business.