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Listing Page Classifier Progress (view source)
Revision as of 16:03, 30 April 2019
, 16:03, 30 April 2019→Progress Log
*Image processing work assigned
*Documentation on wiki
'''4/30/19'''
Image Processing:
*Research on 3 packages for setting up CNN
**Comparison between the 3 packages: https://kite.com/blog/python/python-machine-learning-libraries
***Scikit: good for small dataset, easy to use. Does not support GPU computation
***Pytorch: Coding is easy, so it has a flatter learning curve, Supports dynamic graphs so you can adjust on-the-go, Supports GPU acceleration.
***TensorFlow: Flexibility, Contains several ready-to-use ML models and ready-to-run application packages, Scalability with hardware and software, Large online community, Supports only NVIDIA GPUs, A slightly steep learning curve
*Initiate the idea of data preprocessing: create proper input dataset for the CNN model (IN PROGRESS)
