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 for Forbes 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 for Forbes 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.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability. With our deep understanding of the complexities involved in developing innovative products and solutions, we're proud to serve businesses across Forbes River, New South Wales, Australia and throughout the country.

Forbes River, New South Wales, Australia is a thriving community with its own unique set of challenges and opportunities. At COLETEK, we're committed to supporting local businesses in their pursuit of excellence, leveraging our expertise in engineering and product development to help them overcome obstacles and seize new possibilities. Our team is dedicated to delivering results that exceed expectations, whether it's streamlining operations, enhancing customer experiences, or driving growth.

As a trusted partner for businesses in Forbes River, New South Wales, Australia, we're focused on building long-term relationships founded on mutual respect, trust, and open communication. Our collaborative approach ensures that our clients receive tailored solutions that meet their specific needs, backed by the expertise of our experienced engineers and developers.

COLETEK's success stems from our unwavering commitment to innovation, quality, and customer satisfaction. We're proud of our achievements and eager to bring our skills and expertise to businesses in Forbes River, New South Wales, Australia and beyond.

No matter the size or sector of your business, you can rely on COLETEK's expertise to help drive progress and growth. Operating throughout Forbes River, New South Wales, Australia, we're dedicated to delivering exceptional results that surpass expectations.

So why settle for ordinary when you can have remarkable? Let us help you take the next step in developing a competitive edge for your business. Based in Forbes River, New South Wales, Australia and serving businesses across the region, COLETEK is ready to support your journey to success.