Update README.md

README.md

@@ -47,24 +47,24 @@ Training set of the model: **8950** images for `v2.0`
 
 Training set of the model: **10745** images for `v2.1`
 
-Training set of the model: **15855** images for `v2.2`, `v3.2` and `v5.2` 
+Training set of the model: **14565** images for `v2.2`, `v3.2` and `v5.2` 
 
 ### Categories 🏷️
 
 
-|    Label️ | Description                                                                   |
-|----------:|:------------------------------------------------------------------------------|
-|    `DRAW` | **📈 - drawings, maps, paintings with text**                                  |
-|  `DRAW_L` | **📈📏 - drawings, etc with a table legend or inside tabular layout / forms** |
-| `LINE_HW` | **✏️📏 - handwritten text lines inside tabular layout / forms**               |
-|  `LINE_P` | **📏 - printed text lines inside tabular layout / forms**                     |
-|  `LINE_T` | **📏 - machine typed text lines inside tabular layout / forms**               |
-|   `PHOTO` | **🌄 - photos with text**                                                     |
-| `PHOTO_L` | **🌄📏 - photos inside tabular layout / forms or with a tabular annotation**  |
-|    `TEXT` | **📰 - mixed types of printed and handwritten texts**                         |
-| `TEXT_HW` | **✏️📄 - only handwritten text**                                              |
-|  `TEXT_P` | **📄 - only printed text**                                                    |
-|  `TEXT_T` | **📄 - only machine typed text**                                              |
+|    Label️ | Description                                                                                                      |
+|----------:|:-----------------------------------------------------------------------------------------------------------------|
+|    `DRAW` | **📈 - drawings, maps, paintings, schematics, or graphics, potentially containing some text labels or captions** |
+|  `DRAW_L` | **📈📏 - drawings, etc but presented within a table-like layout or includes a legend formatted as a table**      |
+| `LINE_HW` | **✏️📏 - handwritten text organized in a tabular or form-like structure**                                        |
+|  `LINE_P` | **📏 - printed text organized in a tabular or form-like structure**                                              |
+|  `LINE_T` | **📏 - machine-typed text organized in a tabular or form-like structure**                                        |
+|   `PHOTO` | **🌄 - photographs or photographic cutouts, potentially with text captions**                                     |
+| `PHOTO_L` | **🌄📏 - photos presented within a table-like layout or accompanied by tabular annotations**                     |
+|    `TEXT` | **📰 - mixtures of printed, handwritten, and/or typed text, potentially with minor graphical elements**          |
+| `TEXT_HW` | **✏️📄 - only handwritten text in paragraph or block form (non-tabular)**                                        |
+|  `TEXT_P` | **📄 - only printed text in paragraph or block form (non-tabular)**                                              |
+|  `TEXT_T` | **📄 - only machine-typed text in paragraph or block form (non-tabular)**                                        |
 
 Evaluation set:  **1290** images (taken from `v2.2` annotations)