rization_and_Visualization_using_Stable_Diffusion
所属分类:内容生成
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上传日期:2023-05-05 03:46:21
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sh-1993
说明: 新闻_摘要化_and_Visization_using_Stable_Diffusion,,
(News_Summarization_and_Visualization_using_Stable_Diffusion,,)
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NewsSummarizationAndVisualizationUsingStableDiffusion.ipynb (1477420, 2023-05-05)
# News_Summarization_and_Visualization_using_Stable_Diffusion
Abstractive summarization of CNN news article and visualization using Stable Diffusion.
# Sample Summary and image generated:
1. "Daredevil" is coming to theaters on january 7.
![image](https://user-images.githubusercontent.com/23742943/236372079-9317a51f-eb57-4279-90b2-efe4065a937d.png)
2. airline easyjet and BA among many to cancel flights over strike. walk-out is scheduled for next three days and will run for 48 hours. experts fear up to half of all flights between the UK and France could be axed.
![image](https://user-images.githubusercontent.com/23742943/236371251-6a6aaeb8-656b-46d5-83e2-301ead4a8dcb.png)
# Model Details
1. Transfer Learning on Hugging Face T5 model
2. Hugging Face Stable Diffusion model
# Dataset:
[Link](https://www.kaggle.com/datasets/gowrishankarp/newspaper-text-summarization-cnn-dailymail)
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