Extract Specific Data From Image Data. Example with Real Estate. OCR API
This is demonstration of using OCR API for data extraction from Image data.
In this example I demonstrate this API on real estate objects, such as apartments, flats or lands. The idea is to extract the Total Area (in square foots) directly to Python console while web scrapping in Python. In this example I demonstrate the part of scrapping zoopla.co.uk.
Ok, not directly. I used various Python modules to real time image data pre-processing and manipulation that leads into the final results. For this I used: CV2, numpy, re, json, urllib and some other useful Python modules.
By using these modules I constructed the whole system that extract particularly Total Size in Square Foots from Floorplans images by generating real time online request to a website.
Link to OCR API: https://ocr.space/OCRAPI
If you want to get a consult on that, call me via LinkedIn: / bielinskas
And here is an another example on this kind of object detection with the same API from my side: / bielinskas_datascience-computervision-cv2-...
See you on the next videos!
Vytautas
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