Document Q&A

From OCR, Document Extraction, Understanding, Hugging face has come a long way :)

DocQnA Pipeline very impressive

	#Install packages in colab
	#!apt install tesseract-ocr
	#!apt install libtesseract-dev
	#!pip install Pillow
	#!pip install pytesseract
	#!pip install transformers
	# You can use a http link, a local path or a PIL.Image object
	img_path = "https://huggingface.co/spaces/impira/docquery/resolve/main/contract.jpeg"
	from transformers import pipeline
	pipe = pipeline("document-question-answering")
	pipe(image=img_path, question="what is the purchase amount?")
	pipe(image=img_path, question="what is the industry name?")

view raw doc-qa-pipeline.py hosted with ❤ by GitHub

Results

Keep Exploring!!!

• TesserOCR
• MMOCR
• OCRmypdf
• EasyOCR
• PaddleOCR
• Kraken
• OCRopus
• PyOCR
• Tesseract

OCR, Fintech and Usecase

Keep Learning!!!