AI & Machine Learning Services for Crib Point 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 Crib Point 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 Crib Point 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 Crib Point 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 a long-standing multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Crib Point, Victoria, Australia. Our national presence enables us to support companies of all sizes and industries throughout the region, from innovative startups to established businesses. With a deep understanding of local market trends, we have developed the expertise to deliver tailored solutions that address the unique challenges faced by Crib Point, Victoria, Australia-based businesses. By leveraging our extensive knowledge in engineering and product development, we empower our clients to drive success, overcome obstacles, and stay ahead of the competition. Whether you're a small venture or an established enterprise, COLETEK is dedicated to helping you achieve your goals. As a multidisciplinary company, we bring together experts from various disciplines under one roof. This unique approach enables us to provide comprehensive engineering solutions that cover all aspects of product development, from concept to reality. Our team's experience in working with businesses across Crib Point, Victoria, Australia has equipped them with the skills and knowledge necessary to overcome any obstacle and deliver innovative projects on time. Our company culture is built around collaboration, reliability, and capability. We work closely with our clients to understand their needs, develop effective solutions, and ensure timely project delivery. Our commitment to fostering long-term relationships with our customers is reflected in every interaction. Whether it's brainstorming a new idea or working through the complexities of industrial product development, COLETEK puts its expertise at your disposal. COLETEK has earned its national reputation by consistently delivering high-quality engineering solutions that meet and exceed the expectations of clients from a wide range of industries across Crib Point, Victoria, Australia. We are proud to have been a trusted partner for many businesses in the region and look forward to continuing this support with new partnerships.