AI & Machine Learning Services for Kellys Plains 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 forKellys Plains 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 Kellys Plains 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 forKellys Plains 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.

At Home in Kellys Plains: COLETEK's Commitment to Northern Tablelands Businesses

In the heart of Kellys Plains, Northern Tablelands, New South Wales, Australia, COLETEK is proud to call this region home. Our commitment to supporting local businesses and communities has driven our successes over the years. We're not just a national company; we're embedded in the fabric of the area, understanding its unique needs and opportunities.

As a trusted Australian company, we've earned a reputation for reliability, innovation, and results-oriented approach. Our history is built on strong relationships with clients across the country, including those in Kellys Plains who value our local presence and knowledge. This allows us to provide tailored solutions that truly benefit our customers in this region.

COLETEK has been honored to support thriving businesses in Kellys Plains, Northern Tablelands, and beyond. Our team's collective experience has equipped us to address the distinct challenges faced by companies in rural areas like these, where building strong connections with suppliers, customers, and employees is key.

We recognize that building trust takes time, which is why we've invested in fostering open relationships with our clients. This approach enables us to respond swiftly to changing circumstances, offering timely advice and support. Our commitment to staying at the forefront of industry developments has allowed us to deliver innovative solutions tailored to Kellys Plains' unique needs.

What sets us apart is our genuine dedication to serving the local community. We're more than just a provider of [insert vague descriptor]; we're an integral part of Kellys Plains' business landscape, working tirelessly to drive growth and prosperity for our clients. Our roots in this region give us invaluable insight into what it takes to thrive in this environment.

When you partner with COLETEK, you can be assured that your needs are understood and addressed with the expertise gained through years of serving local businesses like yours in Kellys Plains. We're not just another company working from afar; we're a trusted ally working alongside our neighbors to build better futures.