Source code for my personal website.
This website shows four different demos:
- Style transfer: the goal of this task is to generate an image that has the style of a selected image (style-image) and the content of another one (content-image).
- Abstractive summarization: the aim of this task is to generate the abstractive summary of a long input text.
- Sentiment analysis: this task outputs the polarity of a sentence inserted, identifying if it is positive, negative or neutral.
- Display your data: insert a dataset (in CSV format) and select the feature to display with bar plot, line plot or map.
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|---|---|---|
| Van Gogh, Starry Night - Google Art Project | A goat - Pixabay | Style transfer output image |
My personal website is available on-line at: https://share.streamlit.io/irenebenedetto/webapp/main/main.py. Unfortunately, the Stremalit Free plan limits the available resources to 1 GB and this may compromise the heavier tasks, such as summarizaion and sentiment analysis. So, to run the code locally the following steps are required:
- Clone the repository;
git clone https://github.com/irenebenedetto/webapp.git- Install the requirements from the requirements file;
cd ./webapp
pip install -r ./requirements.txt- Run locally with Streamlit;
streamlit run ./main.py