Face-Wall-Generator-Tool
AI Model Testing Tool
This is a tool for generating face wall to verify some AI models.
Project Gallery
Overview
A specialized tool designed to generate face walls for testing and verifying AI models, particularly those dealing with face recognition and detection. This tool helps in creating comprehensive test datasets for AI model validation.
Key Features
Challenges
Tedious manual process of creating image grids (face walls) for AI model verification
Need for structured and randomized face datasets to test face recognition performance
Requirement for a tool that can handle variable grid sizes based on user input
Solutions
Developed a Python script using OpenCV and NumPy to automate the concatenation of images into grids
Integrated Python Fire to provide a simple command-line interface for adjusting row and column counts
Automated image selection and resizing from a source folder to maintain consistent output quality
Results & Impact
Project Info
Creator & Maintainer
2021 - 2022
1 year