Improving the YOLO model to search for L/T dwarfs in Pan-STARRS survey images

Catalog of 4600 Validation Candidates Identified from Pan-STARRS Images: This release contains 4600 validation candidates identified from Pan-STARRS images after excluding known spectral-type samples and previously published candidate objects through cross-matching with SIMBAD, UltracoolSheet, SDSS, and the DES Y6 candidate catalog. These sources form the main candidate pool of this work. Only a subset with sufficient photometric measurements from DES DR2, VHS DR6, and AllWISE was used for further photometric classification and verification, while the full catalog is provided for future follow-up analysis. Reference Catalog of 399 Known and Published L/T Dwarfs and Candidates: This release contains a reference catalog of 399 known and published L/T dwarfs and candidate objects collected from DES Y6, SIMBAD, SDSS, UltracoolSheet, and previously recovered objects in this work. This catalog is intended for comparison and validation, rather than for reporting new discoveries. It is used to evaluate the supplementary recovery capability of our image-based search method in Pan-STARRS data.