An AI application predicting the number of accidents in Munich for a specific category and datetime.
Hey there, curious minds! Welcome to AccidPre, where we predict accidents with the precision of a fortune teller, but for cars, not your love life. 🚗💥
Ever wished you could predict how many accidents might happen in a month? No? Well, we did it anyway! Introducing AccidPre, your go-to AI application for predicting the number of accidents in Munich for a specific category and datetime. Buckle up, not just for safety, but also for the ride of data-driven fortune-telling!
- Data Magic: Our AI magician processes and cleans data, turning chaos into predictions.
- Fortune-Telling Model: Unleash the power of AI to predict accident numbers. Crystal ball, eat your heart out!
- Category and Datetime Awesomeness: Specify your accident category and datetime; we'll do the predicting!
Make sure you've got the basics covered before joining our magical journey:
- Python 3.x
- Required Python packages (listed in
requirements.txt)
-
Clone the repository:
git clone https://github.com/your-username/AccidPre.git
-
Navigate to the project directory (no magic spells required):
cd AccidPre/app -
Install the wizardry (dependencies):
pip install -r requirements.txt
-
Wave your wand and run the application:
python accid_pre_app.py
- Launch the application.
- Choose your accident category and datetime like you're picking tarot cards.
- Revel in the magic of our AI predicting the number of accidents.
Input:
{
"year":2024,
"month":10
}
Output:
{
"prediction":24
}Feel like adding more magic? Contribute your enchantments through pull requests. AccidPre is open to anything magical!
Huge thanks to the Digital Product School for providing this interesting challenge for all potential future AI Engineers! And also thanks to the mystical München Open Data Portal for providing the magical accident data.
Now go ahead, embrace the magic of AccidPre, and remember: Accidents may be unpredictable, but AccidPre's predictions are pure magic! 🌟✨