Supervised by Professor Robert Pless
Content:
•Crawled the information from social media like Reddit, Twitter, and other platforms;
•Defined several types of the images like sexuality, violence and etc.,
•Conducted image processing and effectively analyzed images with obvious negative emotions from social networks;
•Classified images by Vision Transformer and detected the emotion of the words in the images by Bert;
•Put the above information into ALBEF and CLIP to train the mode,l, and predicted the emotion of a new image.