Update README.md

README.md

@@ -10,7 +10,8 @@ pipeline_tag: text-generation
 
 ---
 
-<img src="https://cdn-uploads.huggingface.co/production/uploads/62cf05b026c94b143172379c/hxR6Khg6ny2rn5_pP4YIX.png"
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/62cf05b026c94b143172379c/1cUXLP7zGJuWf3MPLv5_m.png"
      style="float:left;width:200px;height:200px;object-fit:cover;border-radius:50%;margin-right:16px;" />
      
 **CaputEmendatoris** is a projection head for [Emendator](https://huggingface.com/aimgo/Emendator) trained to identify OCR artifacts in Latin text at a character level. 
@@ -19,10 +20,17 @@ The model is intended to be used on segments of **250** characters. Anything els
 
 Examples of CaputEmendatoris Annotations:
 
-Anti<ins>f</ins>tes mihi milibus trecentis<ins>: " . .. .ijiscnn p inr: h</ins>
+### Light Corruption
 
-C<ins>0</ins>gn<ins>0fcc</ins>nda<ins>u</ins>irt<ins>utc</ins>circ<ins>urn</ins><ins>f</ins>cripta<ins>cftf</ins>cientia:qua<ins>c</ins>ad<ins>cxp</ins><ins>c</ins>ri<ins>c</ins>ntia<ins>rn</ins>p<ins>c</ins>rtin<ins>c</ins>t<ins>&</ins>adration<ins>crn«</ins>
+      Orig:       Antistes mihi milibus trecentis.
+      OCR:        Antiftes mihi milibus trecentis: " . .. .ijiscnn p inr: h
+                      ^                          ^^^^^^^^^^^^^^^^^^^^^^^^^^
+          
+### Heavy Corruption
 
+      Orig:       Cognoscenda virtute circumscripta est scientia, quae ad experientiam pertinet et ad rationem.
+      OCR:        C0gn0fccndauirtutccircurnfcriptacftfcientia:quacadcxpcricntiarnpcrtinct&adrationcrn«
+                   ^  ^^^^   ^    ^^   ^^^ ^     ^^^^         ^  ^^^ ^ ^   ^^  ^   ^   ^          ^^^^
 
 To use CaputEmendatoris, you can load it via the Transformers library: