AI & Machine Learning Services for Mihi 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 forMihi 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 Mihi 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 forMihi 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.

Partnering With Local Businesses in Mihi, Northern Tablelands, New South Wales, Australia: COLETEK's Commitment to the Region

The Northern Tablelands region, including the picturesque town of Mihi, is an area steeped in rich history and natural beauty. As a proud Australian company, COLETEK has made it our mission to support local businesses and communities like yours, empowering them to thrive in this unique environment. With years of experience serving clients across Australia, we've built a reputation as trusted advisors who understand the challenges and opportunities facing regional businesses. Our team is dedicated to helping you overcome obstacles, leveraging innovative solutions to drive growth and success. As experts with national reach, we're committed to being a reliable partner for businesses in Mihi and beyond. Whether you're a long-established local business or a newcomer looking to make your mark, we'll work closely with you to understand your unique needs and develop tailored strategies to help you achieve your goals. COLETEK's commitment to the Northern Tablelands region is not just about providing technical expertise – it's about building lasting relationships with our clients, understanding their perspectives, and advocating for their interests. Our team is deeply rooted in this community, and we're passionate about helping local businesses like yours flourish. We take pride in being a trusted Australian company that stands behind its word. We're proud of the reputation we've built over the years, based on trust, integrity, and a relentless focus on delivering exceptional results for our clients. In an ever-changing landscape, you can count on COLETEK to be your constant ally, providing guidance, support, and resources whenever you need them. As you navigate the complexities of growing or strengthening your business in Mihi, we invite you to explore the opportunities and benefits that come from partnering with a trusted advisor like COLETEK. Let's work together to build a brighter future for your company – one that reflects the resilience, optimism, and entrepreneurial spirit that defines this region. Contact Us