AI & Machine Learning Services for Cross Roads 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 Cross Roads 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 Cross Roads 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 Cross Roads 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.

As the trusted partner for innovative solutions, COLETEK is proud to operate throughout Australia, including the vibrant region of Cross Roads, Victoria. For over two decades, we've established ourselves as a multidisciplinary Australian engineering and product development company, driven by a passion for delivering reliable and collaborative support to local businesses just like yours. With experts based in Cross Roads, Victoria, and throughout Australia, our team is uniquely positioned to understand the nuances of the region's unique industries. From manufacturing and logistics to renewable energy and infrastructure projects, we've developed a broad spectrum of capabilities that enable us to tackle complex challenges and deliver tangible results for your organization. At COLETEK, we pride ourselves on fostering long-term partnerships with businesses in Cross Roads, Victoria, by emphasizing trust, creativity, and practical problem-solving. Our experienced professionals work closely with clients to identify key pain points, develop tailored solutions, and provide ongoing support during implementation. Whether you're looking to enhance operational efficiency, improve product development, or drive strategic growth, our team is dedicated to helping your business thrive in the Cross Roads community. By leveraging our extensive experience and innovative capabilities, we've built a reputation as a respected engineering and product development partner across Australia. Our commitment to delivering exceptional outcomes has earned us the trust of businesses operating in diverse sectors, from traditional industries to emerging markets. When you choose COLETEK for your project or initiative, you can rest assured that you're partnering with a reliable and knowledgeable organization that understands the distinct needs of Cross Roads, Victoria. Now is the perfect time to explore the possibilities of collaboration with COLETEK. With our local knowledge, national reach, and multidisciplinary expertise, we're poised to help your business in Cross Roads, Victoria, achieve its goals and aspirations. Let's embark on this exciting journey together – contact us today to discover how our solutions can benefit your organization.