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---
title: Picture to Story Generator
emoji: 📖
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 3.46.0
app_file: app.py
pinned: false
license: mit
---
<a href="https://huggingface.co/spaces/sssingh/pic-to-story" target="_blank"><img src="https://img.shields.io/badge/click_here_to_open_gradio_app-orange?style=for-the-badge&logo=dependabot"/></a>
# The Storyteller
***A Large Language Model Based App to Generate Stories from Pictures***
<img src="https://github.com/sssingh/pic-to-story/blob/main/assets/title.jpg?raw=true" width="1000" height="350"/><br><br>
>This application employs a Image2Text model hosted by Huggingface, which is a modified adaptation of the Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation (BLIP) model. First, it generates a descriptive caption for an image. Then, it utilizes this caption to construct a prompt, which is subsequently used with OpenAI's GPT-3.5 to create engaging stories based on the provided picture.
## App Flow
<img src="https://github.com/sssingh/pic-to-story/blob/main/assets/app-design.png?raw=true" width="1000" height="450"/><br><br>
BLIP Image2Text model details can be found [here](https://huggingface.co/Sof22/image-caption-large-copy)
## App Details
* It's important to note that this sample demonstration app is hosted on the free tiers of Huggingface Spaces, which means it is functional but may exhibit slower performance.
* Additionally, when using the app for the first time or after an extended period (more than 1 hour), you might encounter an "Internal Error" message or receive a story unrelated to the provided image. This is a normal occurrence during the model loading process. Please wait a few seconds and try again; it should function as intended.
* Please be aware that due to cost and resource constraints, the app currently has a maximum story length limit of 200 words per request.
App UI is shown below:
<img src="https://github.com/sssingh/pic-to-story/blob/main/assets/story-teller-app.png?raw=true" width="1000" height="450"/><br><br>
**Dark Mode Toggle**: Activate it to switch between dark and light mode.
**Image Selector**: Click on it to pick an image from your computer, or drag and drop an image onto it directly. Click the 'X' to clear the selection and resets the app.
**Story Genre Dropdown**: Select the desired story genre from the dropdown list.
**Story Writing Style Dropdown**: Select the desired story writing style from the dropdown list.
**Story Length (in words) Slider**: Adjust the slider to specify the desired length of the generated story.
**Creativity Index Slider**: Modify the slider to indicate the desired level of creativity for the generated story. A range between 0.5 and 0.7 is recommended. Setting it to 1.0 results in highly creative, sometimes amusing output.
**Generate Story Button**: Press this button to initiate the story generation process.
**Clear Button**: Clears all settings and resets the app to its default state.
**Story Text Area**: This is where the generated story will be displayed.
**Example Section Expander**: Click to expand the section and access built-in examples for quick testing. Simply select an example, click "Generate Story," and no image upload will be necessary.
The app includes pre-defined examples for your convenience, allowing you to quickly test its capabilities. Explore the examples section, choose one, and click "Generate Story" without needing to upload an image.
<img src="https://github.com/sssingh/pic-to-story/blob/main/assets/story-teller-examples.png?raw=true" width="1000" height="350"/><br><br>
# Project Source
[👉 Visit GitHub Repo](https://github.com/sssingh/pic-to-story)
# Contact Me
[](mailto:sunil@sunilssingh.me)
[](https://twitter.com/@thesssingh)
[](https://www.linkedin.com/in/sssingh/)
[](https://sunilssingh.me)
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