Filter equation overlaps

marker/builders/line.py

@@ -155,6 +155,13 @@ def get_all_lines(self, document: Document, provider: PdfProvider, do_inline_mat
                 image_size,
                 page_size
             )
+            detection_result = self.filter_equation_overlaps(
+                document,
+                document_page,
+                detection_result,
+                image_size,
+                page_size
+            )
 
             # Merge text and inline math detection results
             merged_detection_boxes = self.determine_math_lines(text_result=detection_result, inline_result=inline_detection_result)

marker/processors/llm/llm_text.py

@@ -5,13 +5,11 @@
 from PIL import Image
 
 from marker.processors.llm import BaseLLMSimpleBlockProcessor, PromptData, BlockData
-from bs4 import BeautifulSoup
 
 from marker.processors.util import add_math_spans_to_line
 from marker.schema import BlockTypes
 from marker.schema.blocks import Block
 from marker.schema.document import Document
-from marker.schema.registry import get_block_class
 from marker.schema.text import Line
 
 
@@ -95,8 +93,6 @@ def inference_blocks(self, document: Document) -> List[List[BlockData]]:
             out_blocks.append(batch)
         return out_blocks
 
-
-
     def get_block_lines(self, block: Block, document: Document) -> Tuple[list, list]:
         text_lines = block.contained_blocks(document, (BlockTypes.Line,))
         extracted_lines = [line.formatted_text(document) for line in text_lines]