AI & Machine Learning Services for Fryerstown 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 Fryerstown 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 Fryerstown 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 Fryerstown 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.

Coletek has been a trusted engineering partner to businesses across Fryerstown, Victoria, Australia and throughout the nation since 2001. As a multidisciplinary Australian engineering and product development company, we pride ourselves on our innovative approach, extensive experience, and commitment to delivering reliable solutions that meet the unique needs of each project.

Based in Fryerstown, Victoria, Australia, Coletek operates throughout the region, recognizing the distinct challenges and opportunities that exist. Our team is dedicated to understanding the specific requirements of local businesses, tailoring our expertise to support their growth, and fostering strong relationships built on mutual trust and respect.

We understand the importance of building lasting partnerships with local businesses who share our passion for innovation and excellence. At Coletek, we take pride in being a trusted engineering partner that can be relied upon to deliver high-quality solutions that meet the most exacting standards. Our capabilities are founded on a deep understanding of the industries we serve, combined with cutting-edge technology and a relentless drive for improvement.

We believe that collaboration is key to driving success. Our team works closely with businesses across Fryerstown, Victoria, Australia to gain a deep comprehension of their needs, then applies our expertise to develop customized solutions that align with their goals and objectives. Whether you are an established player or an emerging start-up, Coletek has the capabilities, experience, and passion to support your aspirations.

When you need a trusted engineering partner who can be relied upon to deliver results, look no further than Coletek. We invite you to explore our extensive portfolio of projects that demonstrate our expertise in serving businesses across Fryerstown, Victoria, Australia and beyond. Let's build something remarkable together – contact us today to learn more.