SortieAI

Python based GUI application for batch sorting and assessing image focus using Yolo11 object detection and PyWavelets wave transform.

Features Implemented

• Human and animal subject detection
• Waveform Image focus detection
• Bulk Image processing
• Post sort summary with Graph and Preview
• Ability to upload your own YOLO V11 models (.pt) to detect custom subjects (You will need to update the scoring algorithm)

Instructions

• i Select Photos you wish to sort
• ii Press Start
• iii Wait
• iii Photos are automatically moved (or copied) to the specified folder

Set up Tips

-the exe, default.png and default.pt should be in root folder

Preferably should have its own directory since the program will create a .log and .ini file

(Additional settings can be found in the Options tab) (Needs Default.pt in root folder as base model unless alternative specified in options) Shipped with Default model version 3 but will probably updated later on.

Default.png in root folder is not required but the program will return Path not found on start-up

Sample Images

(This is my attempt to build a somewhat competent CV for Chulalongkorn University CEDT Internship program 🙏😭)

License

This project is licensed under the MIT License. See the LICENSE file for details.

Contact

For inquiries or collaboration, please contact: Tanabodhi Mukura - Lead Developer Email: [email protected]