AI & Machine Learning Services for Hampton 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 forHampton 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 Hampton 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 forHampton 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.

Solid Foundations for Businesses in Hampton and Beyond: COLETEK's Strengths Shine Through

In the heart of New South Wales, Australia, lies the charming town of Hampton, nestled within the picturesque Central Tablelands region. As a business owner in this area, you're likely no stranger to the unique challenges and opportunities that come with operating in a rural or regional setting. That's where COLETEK comes in – an Australian company dedicated to supporting local businesses like yours in Hampton and beyond.

With a strong reputation built over years of experience, we understand the importance of forming close relationships with our clients and partners. As a trusted player in the Australian business landscape, we've honed our skills to cater to the diverse needs of companies in various industries, from agriculture to manufacturing and services. Our commitment to building lasting connections is rooted in our values of integrity, innovation, and community involvement.

You see, when you choose COLETEK as your trusted partner, you're not just gaining a service provider – you're gaining an ally that truly gets what it takes to succeed in the Hampton area. We have a deep understanding of the region's unique characteristics, from its picturesque countryside to its thriving agricultural sector. Our team is well-versed in the local language, culture, and business landscape, allowing us to provide customized solutions that address your specific needs and challenges.

Your success is our top priority, and we're proud to have played a part in helping numerous businesses in central New South Wales thrive. Whether you're just starting out or looking to take your existing operation to the next level, COLETEK is here to help you navigate the complexities of your local market while also connecting you with national and global opportunities.

By choosing COLETEK as your partner, you can rest assured that you'll have a dedicated team behind you every step of the way. We're committed to delivering exceptional service, tailored advice, and innovative solutions designed to drive growth and profitability for your Hampton-based business.

Doubling down on local presence is crucial for us at COLETEK. We recognize that our clients are not just numbers – they're real people with unique stories, aspirations, and challenges. That's why we've established a strong footprint in the Central Tablelands area, ensuring that you receive prompt attention and timely support whenever you need it.

This level of commitment is essential for businesses like yours operating in Hampton. We understand that every moment counts when building and growing your company. By choosing COLETEK as your trusted partner, you can focus on what matters most – growing a successful, sustainable business that makes a positive impact in the local community.