AI & Machine Learning Services for Mernot 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 forMernot 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 Mernot 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 forMernot 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.

Strengthen Your Business in Mernot, Mid North Coast, New South Wales, Australia: Expert Support from COLETEK

The Mid North Coast of New South Wales is a region teeming with natural beauty and rich cultural heritage. And amidst this picturesque landscape lies the charming town of Mernot, where the spirit of community thrives. Amidst this tranquil setting, businesses like yours require reliable partners to help them flourish. That's where COLETEK comes in – a trusted Australian company dedicated to supporting local enterprises like yours.

With extensive experience spanning decades, our team has worked tirelessly to build strong relationships with clients throughout Australia, including the cherished communities of Mernot and surrounding areas. Our national reach allows us to draw from an enormous pool of expertise and resources, ensuring bespoke solutions tailored to your unique needs.

We understand that trust is earned by demonstrating unwavering commitment to local businesses. That's why our team is deeply invested in the success of companies like yours – in Mernot and beyond. Our approach embodies innovation, cutting-edge strategies, and a deep understanding of the challenges you face.

What sets us apart? It's not just about technology or market trends; it's about genuine empathy for your story and passion to empower local businesses. We're proud to be part of this community, actively participating in initiatives that foster growth, job creation, and social cohesion. By supporting COLETEK, you're investing in the prosperity of Mernot and its people.

Ready to elevate your business prospects? Partner with a company that shares your values and has proven expertise in fostering growth and resilience. Our doors are open to collaborating with local enterprises like yours – wherever they may be in their journey. Let us unleash the full potential of your business, together!