Listing Page Classifier

Project

Listing Page Classifier
Project Information
Has title	Listing Page Classifier
Has owner	Nancy Yu
Has start date
Has deadline date
Has project status	Active
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Main Tasks

1. Build a site map generator: output every internal links of input websites
2. Build a generator that captures screenshot of individual web pages
3. Build a CNN classifier using Python and TensorFlow

Approaches (IN PROGRESS)

1. URL Crawler

E:\projects\listing page identifier\urlcrawler.py

Image Processing

This method would likely rely on a convolutional neural network (CNN) to classify HTML elements present in web page screenshots. Implementation could be achieved by combining the VGG16 model or ResNet architecture with batch normalization to increase accuracy in this context.