AI & Machine Learning Services for Forbes River 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 forForbes River 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 Forbes River 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 forForbes River 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.

Empowering Local Businesses in Forbes River, Mid North Coast, New South Wales, Australia

The picturesque Forbes River, nestled within the stunning Mid North Coast of New South Wales, Australia - a region teeming with natural beauty, rich history, and entrepreneurial spirit. At COLETEK, we're proud to be a part of this vibrant community, dedicated to supporting local businesses every step of the way.

A trusted partner for Forbes River's thriving business landscape

As a proudly Australian company with a national reach, we believe in fostering strong relationships with our clients and the local community. Our extensive experience in delivering innovative solutions has earned us a reputation as a reliable ally for businesses of all sizes and sectors in Forbes River and beyond.

From family-owned operations to cutting-edge startups, our team is committed to understanding the unique needs of each individual business and providing tailored support that helps them grow and thrive. By leveraging the latest technologies and collaborating with local stakeholders, we create lasting value for our clients and contribute to the region's prosperity.

A commitment to innovation and trust in Forbes River

We're not just a provider of [insert vague service category here] - we're an extension of your team, working tirelessly behind the scenes to help you achieve your goals. Our clients can rest assured that COLETEK's robust processes, coupled with our passion for innovation, consistently deliver results that exceed expectations.

By embracing the latest advancements and collaborating with local experts, we're able to offer bespoke solutions that resonate with Forbes River's distinctive character and charm. We understand how critical it is to support the region's businesses and communities in their quest for growth and success

A strong local presence for Forbes River's business needs

At COLETEK, we're proud of our genuine connection to the Forbes River community. Our team has a deep understanding of the unique challenges and opportunities facing local businesses, allowing us to offer insightful guidance and tailored support that resonates with their specific needs.

We take pride in being an integral part of the region's economic fabric, fostering long-term relationships built on trust, mutual respect, and a shared commitment to driving innovation. As your trusted partner, we're committed to supporting Forbes River's businesses - big or small - every step of the way for years to come.