Project Name: ImageUpscale-ReplicateAPI

Introduction

This project aims to upscale low-resolution images using the Replicate API. The code loops through all image files in the input folder and uses the Replicate API to upscale them. The upscaled images are then saved in the output folder. The code also provides the elapsed time and output file size for each image.

Requirements

This project requires Python 3.7 or higher and the following packages:

• replicate
• requests
• dotenv
• glob
• tqdm

Installation

1. Clone this repository to your local machine.
2. Navigate to the project directory and install the required packages using the following command:

pip install -r requirements.txt

3. Create an account on Replicate and obtain an API key.
4. Create a .env file or rename the .env_template file in the project directory and add the following line, replacing "your_api_key" with your Replicate API key:

REPLICATE_API_TOKEN=your_api_key

5. Place your input images in the input_folder directory.

Usage

1. Run the following command to start upscaling images:

python upscale_images.py

2. The upscaled images will be saved in the output_folder directory, and the original images will be deleted.
3. The output file path and elapsed time will be printed for each image in the console.

Suggestions

Here are some possible suggestions for improvement:

• Add support for other image formats.
• Allow users to choose the output image size.
• Add an option to keep the original images.
• Create a GUI for the application.

Sure! Here's an example license that you can include in your project:

License

The code in this repository is licensed under the MIT License.

MIT License

Copyright (c) [2023] [habitual69]

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.