Update README.md

README.md

@@ -1,3 +1,62 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+pipeline_tag: image-to-text
+tags:
+- layout
+---
+
+## anydoclayout
+- docs layout detection
+
+![](/models/yolo11s-vis1.jpg)
+
+## train datasets
+
+### 1. labels info
+```python
+{0: 'header',
+ 1: 'title',
+ 2: 'text',
+ 3: 'table',
+ 4: 'figure',
+ 5: 'formula',
+ 6: 'footer',
+ 7: 'pagenum'}
+```
+
+### 2. datasets info
+
+- train: 841862 (opendata: 667426, selfgen: 174436)
+- eval: 5500
+- imgsize：1280
+
+### 3. eval results
+```python
+Class     Images  Instances      Box(P          R)
+   all       5500      52274      0.921      0.897
+header       1461       2337       0.92      0.878
+ title       2308       5473      0.896      0.893 
+  text       4149      34156      0.937      0.927
+ table       1476       1913      0.946      0.958
+figure       1842       3343       0.94       0.94
+formula        735       1506      0.881      0.876
+footer        745       1157      0.909      0.781
+pagenum       2164       2389      0.938      0.919
+
+```
+
+### if you want to get datasets
+- email：[email protected]
+
+
+### how to use
+
+```python
+from pathlib import Path
+from ultralytics import YOLO
+
+modelfile = Path(model_dir).joinpath('anydoclayout-yolo11s-imgsz1280.pt')
+model = YOLO(modelfile)
+res = model.predict('your img file', imgsz = 1280)
+
+```