AI & Machine Learning Services for Gosforth 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 forGosforth 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 Gosforth 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 forGosforth 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.

Serving the Gosforth Community: COLETEK's Commitment to Excellence in the Lower Hunter Valley, New South Wales, Australia

As a long-established business operating within the charming town of Gosforth, in the heart of the Lower Hunter Valley, our presence is deeply rooted in this community. For decades, COLETEK has proudly served local businesses and residents alike, demonstrating our unwavering commitment to excellence in every aspect of our operations. Our tenure in the region allows us to develop a profound understanding of the unique challenges and opportunities that exist within the Gosforth area. Through this deepened understanding, we carefully tailor our approach to cater to the specific needs of local businesses, organizations, and individuals, ensuring they receive tailored support that is second to none. As a trusted Australian company with national reach, COLETEK has earned a reputation for being at the forefront of innovation in our field. This dedication to staying abreast of the latest advancements enables us to leverage cutting-edge technology and methodologies to deliver exceptional results that surpass expectations. Whether it's implementing efficient processes or developing customized solutions, our unwavering focus on quality and attention to detail sets us apart from other service providers. One of the key factors contributing to our enduring success is our unshakeable commitment to trust and transparency in all aspects of our dealings. By fostering a culture of openness, honesty, and integrity, we have established strong relationships with local businesses, fostering a sense of mutual respect and understanding that permeates every interaction. This foundation of trust allows us to create meaningful connections, which, in turn, enables us to provide tailored support that addresses the unique needs and concerns of each client. As a business committed to serving this region, we recognize the importance of staying grounded in our community. By actively engaging with local organizations, participating in events, and contributing to initiatives that positively impact the Gosforth area, we demonstrate our dedication to playing an active role in supporting the growth and development of this thriving community. For those seeking a partner dedicated to delivering exceptional results and fostering lasting partnerships, look no further than COLETEK. Embracing our commitment to excellence, innovation, and trust will provide you with the confidence that your most critical projects are in capable hands. Allow us to leverage our expertise honed over years of serving the Gosforth community, drawing on our extensive knowledge of the region's unique dynamics. Take the first step towards achieving exceptional outcomes by contacting COLETEK today. Contact Us