Update README.md

README.md

@@ -23,3 +23,32 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+Extracted lists of pages from PDF resumes and the PDF texts.
+
+Created using this code:
+
+```python
+import io
+import PIL.Image
+from datasets import load_dataset
+
+def render(pdf):
+    images = []
+    for page in pdf.pages:
+        buffer = io.BytesIO()
+        page.to_image(height=840).save(buffer)
+        images.append(PIL.Image.open(buffer))
+    return images
+
+def extract_text(pdf):
+    return "\n".join(page.extract_text() for page in pdf.pages)
+
+ds = load_dataset("d4rk3r/resumes-raw-pdf", split="train")
+ds = ds.map(lambda x: {
+    "images": render(x["pdf"]),
+    "text": extract_text(x["pdf"])
+}, remove_columns=["pdf"])
+ds = ds.filter(lambda x: len(x["text"]) > 0)
+ds.push_to_hub("lhoestq/resumes-raw-pdf-for-ocr")
+```