PSynx commited on
Commit
b911a36
·
verified ·
1 Parent(s): c6fe3cd

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +17 -1
README.md CHANGED
@@ -14,7 +14,23 @@ pipeline_tag: object-detection
14
 
15
  # YOLO11m Widget Detector
16
 
17
- YOLO11m Widget Detector is a 20.1 million parameter object detector trained on the dataset from the paper *CommonForms: A Large, Diverse Dataset for Form Field Detection*. The model detects widgets from among three classes: TextBoxes (`text_input`), ChoiceButtons (`choice_button` / checkboxes), and Signature fields (`signature`).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
18
 
19
  ## Results
20
 
 
14
 
15
  # YOLO11m Widget Detector
16
 
17
+ YOLO11m Widget Detector is a lightweight, high-performance document widget detector designed for scanned forms and PDFs.
18
+
19
+ The model detects three common form widget types:
20
+
21
+ - text_input
22
+ - choice_button
23
+ - signature
24
+
25
+ It is optimized for:
26
+
27
+ - scanned forms
28
+ - enterprise PDFs
29
+ - OCR pipelines
30
+ - intelligent document processing (IDP)
31
+ - form digitization workflows
32
+
33
+ The detector supports both CPU and GPU inference and can process PDFs or images directly.
34
 
35
  ## Results
36