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Done this week  Improve sentence emotion classifier  Convert movie dataset to sentence emotion dataset  Movie image, description  Sentibank: classify.

Published byPatrick Lyons Modified over 8 years ago

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Presentation on theme: "Done this week  Improve sentence emotion classifier  Convert movie dataset to sentence emotion dataset  Movie image, description  Sentibank: classify."— Presentation transcript:

1 Done this week  Improve sentence emotion classifier  Convert movie dataset to sentence emotion dataset  Movie image, description  Sentibank: classify emotion of image  Description and emotion to train sentence emotion classifier

2 Implementing Sentibank  Need emotion from image  Sentibank: ANPs from image  Sentibank’s web interface: emotion from ANP Image Sentibank ANP scores for image (1200x1) Sentibank’s web interface ANPs (1200) Emotion scores for ANPs (1200x24) Top 10 ANP scores (10x1) Emotion scores for top 10 ANPs (10x24) Emotion scores for image(1x24)

3 Image emotion classifier Top ANPs Calm lake Peaceful boat Awesome view Incredible view Golden bay

4 Image emotion classifier Top ANPs Shy smile Smooth skin Innocent smile Cute smile Cute baby

5 Image emotion classifier Top ANPs Sweet puppy Smiling dog Hungry puppy Adorable dog Silly face

6 Image emotion classifier Top ANPs Creepy tree Dead tree Slender trees Dry tree Sunny trees

7 Future Work  Classify emotions of movie dataset  Retrain sentence emotion classifier on movie dataset  Learning to map descriptive to expressive sentences

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