Upload README.md with huggingface_hub

README.md

@@ -1,33 +1,35 @@
 ---
 license: gpl-2.0
 tags:
-  - Radio Astronomy
-  - Mask-RCNN
-  - Pulsar
-  - RRAT
-  - FRB
-  - Signal Processing
+- Radio Astronomy
+- Mask-RCNN
+- Pulsar
+- RRAT
+- FRB
+- Signal Processing
 library_name: pytorch
 pipeline_tag: image-segmentation
 datasets:
-  - CRAFTS-FRT
+- CRAFTS-FRT
 metrics:
-  - recall
-  - FPR
+- recall
+- FPR
 ---
 
-# FRTSEARCH: FAST RADIO TRANSIENT SEARCH
+# FRTSearch: Fast Radio Transient Search
 
-FRTSearch is an end-to-end deep learning framework for detecting and characterizing Fast Radio Transients (FRTs), including: Pulsars, Rotating Radio Transients (RRATs) and Fast Radio Bursts (FRBs).
+[![Paper](https://img.shields.io/badge/Paper-AASTeX-blue.svg)](https://doi.org/10.57760/sciencedb.Fastro.00038) [![Dataset](https://img.shields.io/badge/Dataset-CRAFTS--FRT-yellow.svg)](https://doi.org/10.57760/sciencedb.Fastro.00038) [![GitHub](https://img.shields.io/badge/GitHub-FRTSearch-black.svg)](https://github.com/BinZhang109/FRTSearch)
 
-## MODEL INFO
+**FRTSearch** is an end-to-end deep learning framework for detecting and characterizing Fast Radio Transients (FRTs), including: **Pulsars**, **Rotating Radio Transients (RRATs)** and **Fast Radio Bursts (FRBs)**.
+
+## Model Info
 
 | Item | Value |
-| :--- | :--- |
+|------|-------|
 | Backbone | HRNet-W32 |
 | Input | 256 × 8192 (freq × time) |
 | Size | 381.75 MB |
-| Formats | .fits (PSRFITS), .fil (Filterbank) |
+| Formats | `.fits` (PSRFITS), `.fil` (Filterbank) |
 | Bit Depth | 1/2/4/8/32-bit |
 
 ## QUICK START
@@ -41,7 +43,7 @@ model_path = hf_hub_download(
 )
 ```
 
-Or download directly from Files and versions.
+Or download directly from [Files and versions](https://huggingface.co/waterfall109/FRTSearch/tree/main).
 
 ## TEST SAMPLES
 
@@ -62,17 +64,22 @@ This repository includes 5 test samples from 2 different telescopes to demonstra
 }
 ```
 
-## TEST SAMPLE REFERENCES
+
+### Test Sample References
 
 When using the test samples, please also cite the original observations:
 
-*   FAST samples: Guo et al. (2025)
-*   SKA samples: Shannon et al. (2018)
+- **FAST samples**: [Guo et al. (2025)](https://doi.org/10.3847/1538-4365/adf42d)
+- **SKA samples**: [Shannon et al. (2018)](https://doi.org/10.1038/s41586-018-0588-y)
 
-## LICENSE & ACKNOWLEDGMENTS
+## License & Acknowledgments
 
-GPL-2.0 | Based on MMDetection & PRESTO
+GPL-2.0 | Based on [MMDetection](https://github.com/open-mmlab/mmdetection) & [PRESTO](https://github.com/scottransom/presto)
 
 ---
+<div align="center">
+  <sub>🌌 Questions? <a href="https://github.com/BinZhang109/FRTSearch/issues">GitHub Issues</a></sub>
+</div>
+```
 
-🌌 Questions? GitHub Issues
+---