Selected product code is available on GitHub →

AIML Shop

An initiative from the Centre for Augmented Reasoning, a Department of Education funded centre.

Your gateway to turning cutting-edge research into impactful products. We pair world-class academic research with a dedicated engineering team to transform AIML's innovations into widely adoptable open-source and commercial products.

Products About

New research — ready to use

Products

Free for personal and educational use.
Ready to purchase and deploy for commercial use*.

AI Productivity Kit This app gives small businesses instant access to a powerful library of prompt templates designed to save time and get results. From marketing and admin to strategy and customer service, just fill in a few blanks and get high-impact AI prompts tailored to your needs. No prompt engineering required. Just smarter work, faster. More → AI Roadmap Generator The AI Roadmap Generator is a browser-based tool designed to assist and support businesses across Australia with incorporating artificial intelligence (AI) into their operations. This tool guides users through a tailored AI strategy assessment to identify opportunities, evaluate readiness, and develop a clear implementation roadmap. More → Enterprise Search AI-powered search solution that organises and unlocks access to your organisation's knowledge base, enabling precise answers to complex queries while maintaining data privacy and security. More → Any Track Track any marker on any thing. Not limited to animals or bipeds. Any track uses multiple cameras, to track in any setting with minimal manual labelling, automatically cleaning , and accurate 2D landmark estimates. Providing high quality motion analysis accessible and straightforward for research, entertainment, and sports science. More → Seg Mesh A segmentation tool for 3D structures. Seg Mesh is a tool that simplifies complex 3D structures into actionable data, enhancing shape recognition and classification. Its comprehensive neural network offers robust performance for shape analysis and scene segmentation, facilitating 3D data use in virtual reality, product design, and scientific research. More → Class Tree Capture uncertainty about child-nodes in the hierarchy into more-certain parent-nodes of the hierarchy. Designed for image and text classifiers. Use it to disambiguate uncertain classes into more certain parent-classes. For example, we can't be sure it's a Duck, but we know it's a Bird. A Pip-Installable Python module for improving classifiers. More → Noisy Labels Noisy Labels improves machine learning by handling imperfect data, specifically instance-dependent noise (IDN) in labels. It automatically identifies and corrects mislabelled data, significantly enhancing the accuracy and reliability of AI predictions, boosting performance in applications where noisy data presents a barrier to implementation. More → Object Count Object Count counts anything. Using few-shot machine-learning, Object Count precisely segments and enumerates compact objects. Highlight a few examples, and the tool identifies, segments and quantifies similar objects throughout the image. Surpassing density-based estimators in accuracy. Object Count requires no extensive labelled datasets. Ideal for inventory management, quality control, and various industrial applications. More → Land Condition Monitoring LCM is an online service for delivering customised satellite-image and multi-modal data/GIS data for environmental monitoring applications. Built for easy access, updates, and analysis, LCM helps users track and evaluate land conditions with precision. Enquire now to leverage custom reporting and mapping solutions for your agricultural and/or environmental monitoring needs. We are currently seeking partners and are ready to tailor LCM to your individual needs. More → Star Field Star Field is an ultra-detailed night sky digital asset; HDR textures and sky-dome. Add realistic high dynamic range detail to games, simulations, and VR applications via this sky-dome and texture set. Available in Universal Scene Descriptor (USD) and Autodesk Maya binary format, textures are in the professional (open) image format EXR. Down-sample for real-time applications. Add the night-sky or detailed space background to your project. More → GARDS Generate GIS overlays for any textual query. This system uses BLIP-2's VQA (Visual Question Answering) to create colour-map overlays. This can be applied to aerial image processing to automate identification of regions of interest in a broad range of applications including agriculture and aerial surveys. More →

Creating New Commercial Pathways

AIML Shop program is designed to enhance the global impact of AIML's world-class research by making advanced tools, such as machine learning models and software solutions, more accessible and reliable for industry adoption. This effort not only promotes the practical application of research but also supports AIML researchers and engineers in expanding their entrepreneurship skills and creating a track record of product development.

By fostering entrepreneurialism within the research community, AIML Shop aims to create a sustainable revenue stream that rewards innovation, supports future commercialization efforts, and solidifies AIML's position as a leader in translating academic research into real-world solutions.