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---
title: oxygen_level_intensity_mapper
app_file: app.py
sdk: gradio
sdk_version: 4.36.1
---
# Oxygen Level Heatmap Generator
This Python script processes an image to generate a heatmap representing oxygen levels based on the intensity of the image. The image is divided into a 32x32 grid, and the intensity of each grid cell is calculated, normalized, and mapped to oxygen levels using a provided mapping table.
## Features
- Divide an image into a 32x32 grid.
- Calculate the intensity of each grid cell.
- Normalize the intensity values.
- Map the normalized intensities to oxygen levels based on a provided table.
- Generate and save a heatmap showing the oxygen levels.
## Requirements
- Python 3.x
- NumPy
- Pillow
- Matplotlib
- SciPy
## Installation
You can install the required Python libraries using `pip`:
```bash
pip install -r requirements.txt
```
## Usage
1. **Prepare the image:**
Place your image file in the `Raw_Images` directory or any directory of your choice.
2. **Run the script:**
Update the `image_path` variable in the script to point to your image file and run the script.
3. **Output:**
The generated heatmap will be saved in the `Heatmap_Images` directory with the filename `{image_name}_heatmap.jpg`.
## Run Script
To run the script you can just run following command in terminal;
```python
python main.py
```
Make sure the current working directory shall be the Folder named 'Oxygen-Level-Intensity-Mapper/'
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