Update README.md

README.md

@@ -2,6 +2,7 @@
 license: cc-by-4.0
 language:
   - km
+  - en
 task_categories:
   - object-detection
 tags:
@@ -17,9 +18,9 @@ size_categories:
   - 10K<n<100K
 ---
 
-# Khmer Text Detection — Ultimate Dataset
+# Textline Detection — Ultimate Dataset
 
-A large-scale, multi-source dataset for **Khmer text detection** using YOLO-format bounding box annotations.
+A large-scale, multi-source dataset for **textline detection** using YOLO-format bounding box annotations.
 Combines real scene text, document layout images, and synthetically generated Khmer document images.
 
 ---
@@ -43,15 +44,15 @@ Combines real scene text, document layout images, and synthetically generated Kh
 
 ## Data Sources
 
-### 1. Real Scene Text (`real_scene_text`)
+### 1. Real Scene Text
 Images captured in natural environments — street signs, storefronts, billboards, and handwritten Khmer documents.
 Derived from the **DonkeySmall** base dataset (~26K images).
 
-### 2. Document Layout (`doclaynet_khmer`)
-Images from the **DocLayNet**-style multi-class document layout corpus, re-labelled for the two-class schema.
-Covers printed Khmer documents: official reports, newspapers, and books.
+### 2. Document Layout
+Images from the **DocLayNet** multi-class document layout corpus, re-labelled for the two-class schema.
+Covers documents: official reports, newspapers, and books.
 
-### 3. Synthetic Khmer Documents (`synthetic_khmer_doc`)
+### 3. Synthetic Khmer Documents
 Programmatically generated document images using custom Khmer text rendering pipelines.
 Fonts, sizes, backgrounds, and layouts are randomised. Labels are auto-generated (zero annotation cost).
 
@@ -146,13 +147,3 @@ names:
 [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — free to use, share, and adapt with attribution.
 
 ---
-
-## Citation
-
-```bibtex
-@dataset{khmer_text_detection_ultimate,
-  title  = {Khmer Text Detection — Ultimate Dataset},
-  year   = {2025},
-  url    = {https://huggingface.co/datasets/Darayut/Multilingual-Textline-Detection-Dataset}
-}
-```