Update layoutlmv3.py

layoutlmv3.py

@@ -116,25 +116,31 @@ class Funsd(datasets.GeneratorBasedBuilder):
             image, size = load_image(image_path)
             for state in data: 
                 for item in state["form"]:
-                    cur_line_bboxes = []
-                    words, label = item["words"], item["label"]
-                    words = [w for w in words if w["text"].strip() != ""]
-                    if len(words) == 0:
-                        continue
-                    if label == "other":
-                        for w in words:
-                            tokens.append(w["text"])
-                            ner_tags.append("O")
-                            cur_line_bboxes.append(normalize_bbox(w["box"], size))
-                    else:
-                        tokens.append(words[0]["text"])
-                        ner_tags.append("B-" + label.upper())
-                        cur_line_bboxes.append(normalize_bbox(words[0]["box"], size))
-                        for w in words[1:]:
-                            tokens.append(w["text"])
-                            ner_tags.append("I-" + label.upper())
-                            cur_line_bboxes.append(normalize_bbox(w["box"], size))
-                    cur_line_bboxes = self.get_line_bbox(cur_line_bboxes)
-                    bboxes.extend(cur_line_bboxes)
+                        labels=item['label']
+                        word=item['text']
+                        ner_tags.append(labels)
+                        tokens.append(word)
+                        bboxes.append(normalize_bbox(item['box'],size))
+                
+                    #cur_line_bboxes = []
+                    #words, label = item["words"], item["label"]
+                    #words = [w for w in words if w["text"].strip() != ""]
+                    #if len(words) == 0:
+                        #continue
+                    #if label == "other":
+                        #for w in words:
+                           # tokens.append(w["text"])
+                           # ner_tags.append("O")
+                            #cur_line_bboxes.append(normalize_bbox(w["box"], size))
+                   # else:
+                        #tokens.append(words[0]["text"])
+                        #ner_tags.append("B-" + label.upper())
+                        #cur_line_bboxes.append(normalize_bbox(words[0]["box"], size))
+                        #for w in words[1:]:
+                            #tokens.append(w["text"])
+                           # ner_tags.append("I-" + label.upper())
+                            #cur_line_bboxes.append(normalize_bbox(w["box"], size))
+                    #cur_line_bboxes = self.get_line_bbox(cur_line_bboxes)
+                    #bboxes.extend(cur_line_bboxes)
             yield guid, {"id": str(guid), "tokens": tokens, "bboxes": bboxes, "ner_tags": ner_tags,
                          "image": image}