AI & Machine Learning Services for Belbora 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 forBelbora 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 Belbora 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 forBelbora 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 Belbora's Businesses: COLETEK's Commitment to Mid North Coast Success

Situated in the picturesque region of Belbora, within the vibrant Mid North Coast of New South Wales, Australia, COLETEK is deeply invested in fostering growth and prosperity for local enterprises. Our team of experienced professionals has been serving this unique geographical area with unwavering dedication, leveraging our national reach to provide tailored support that resonates with the community's distinct needs and challenges.

Belbora, with its strong agricultural heritage and thriving small-town spirit, is a gem on the Mid North Coast. As local businesses continue to drive innovation and economic development, COLETEK remains a trusted ally, offering expertise shaped by our intimate understanding of regional nuances. Our commitment to the Belbora community is evident in every interaction, from collaborative project developments to long-term partnerships.

Nationwide, COLETEK has earned recognition for its proactive approach to working with local businesses and organizations. We've developed a unique capability in understanding the subtleties that define regional markets and tailoring our services accordingly. This expertise allows us to deliver results-oriented solutions that directly benefit Belbora's dynamic entrepreneurial landscape.

Contact COLETEK today, and discover how we can mobilize our collective experience to empower your business. Our Mid North Coast team looks forward to collaborating with you, leveraging the region's rich resources to drive growth, job creation, and community well-being. Together, let's harness the momentum of Belbora's burgeoning economy.