Web page information extraction – Smart Scraper
In order to extract information for any website, e-commerce companies need to develop a manual scraper for each website separately.
Creating smart scraper – a deep learning model which extracts the title, price, image, description and availability from any website for any product.
The model extracted the content from any website with the following result:
- Extracting the images with 98.7% accuracy
- Extracting the price with 68% accuracy
- Extracting the name of the product with 72% accuracy
- Extracting the description with 60% accuracy
- Extracting the availability with 53% accuracy
These results were shown on a test data of 20.000 samples in 4 different languages: French, Italian, English, and German.