updating readme

README.md

@@ -12,4 +12,28 @@ tags:
 - Object Detection
 - Table Detection
 pretty_name: TableDetectionNet
----
+---
+
+# Table Detection in Document Images using YOLOv8
+
+The Table Detection YOLO dataset is a collection of document images annotated with table bounding boxes suitable for \
+training object detection models, specifically using the YOLOv8 (You Only Look Once) architecture. The dataset is intended \
+for developing and evaluating table detection algorithms within the field of document analysis and recognition. The \
+annotations define the locations of tables within a variety of document images, which can range from scanned documents to \
+digital PDFs.
+
+### Dataset Labels
+
+```json
+['table']
+```
+
+
+### Number of Images
+
+```json
+{"train": 815, "valid": 152, "test": 52}
+```
+
+### Getting Started
+