Quang-Binh Nguyen, Trong-Vu Hoang, Ngoc-Do Tran, Tam V. Nguyen, Minh-Triet Tran, Trung-Nghia Le
The Automated Image Recognition (AIR) framework uses generative AI to create and annotate datasets for training deep learning models, eliminating the need for manual labeling.
The Automated Image Recognition (AIR) framework is a new system designed to help create and label image datasets automatically using artificial intelligence. This framework allows users to generate high-quality datasets without the time-consuming process of manual annotation. AIR uses advanced techniques to ensure the datasets are diverse and free from duplicates or errors, and can also enhance existing datasets to improve machine learning model performance. A user study showed that the AI community finds AIR to be a highly effective tool for image recognition tasks.
