Update demo titles for stylization sections

Include demo links for stylization examples

Fix formatting in README key features section

Enhance README with project details and instructions

updating requirements.txt

adding training samples folder

Delete checkpoints directory

adding checkpoint logging folder

adding training results folder

adding rembrandt inference results folder

adding picasso inference results folder

adding sd_results

updating img2img_style_identity.py

Fixed training

Tuning training and inference