An Exploration into the Benefits of the CLIP model for Lifelog Retrieval

Author:

Tran Ly-Duyen1,Alam Naushad1,Graham Yvette2,Vo Linh Khanh3,Diep Nghiem Tuong3,Nguyen Binh3,Zhou Liting1,Gurrin Cathal1

Affiliation:

1. School of Computing, Dublin City University, Ireland

2. Trinity College, Ireland

3. University of Science; Vietnam National University, Vietnam and AISIA Research Lab, Vietnam

Funder

Science Foundation Ireland

Publisher

ACM

Reference53 articles.

1. Memento: A Prototype Lifelog Search Engine for LSC'21

2. LifeConcept: An Interactive Approach for Multimodal Lifelog Retrieval through Concept Recommendation

3. Artashes Arutiunian Dev Vidhani Goutham Venkatesh Mayank Bhaskar Ritobrata Ghosh and Sujit Pal. 2021. Fine tuning CLIP with Remote Sensing (Satellite) images and captions. https://huggingface.co/blog/fine-tune-clip-rsicd. Artashes Arutiunian Dev Vidhani Goutham Venkatesh Mayank Bhaskar Ritobrata Ghosh and Sujit Pal. 2021. Fine tuning CLIP with Remote Sensing (Satellite) images and captions. https://huggingface.co/blog/fine-tune-clip-rsicd.

4. Vannevar Bush. 1945. As We May Think. https://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/303881/ Section: Technology. Vannevar Bush. 1945. As We May Think. https://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/303881/ Section: Technology.

5. Gong Cheng , Junwei Han , and Xiaoqiang Lu . 2017 . Remote Sensing Image Scene Classification: Benchmark and State of the Art . Proc. IEEE 105, 10 (Oct. 2017), 1865–1883. https://doi.org/10.1109/JPROC.2017.2675998 Conference Name: Proceedings of the IEEE. Gong Cheng, Junwei Han, and Xiaoqiang Lu. 2017. Remote Sensing Image Scene Classification: Benchmark and State of the Art. Proc. IEEE 105, 10 (Oct. 2017), 1865–1883. https://doi.org/10.1109/JPROC.2017.2675998 Conference Name: Proceedings of the IEEE.

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