21 April - 25 April
Project Environment Update: Migration to Debian for Improved Execution
Summary of Environment Shift During this week, the project environment was successfully migrated to Debian OS from the previously used operating system. This change was made to address certain compatibility and performance-related issues and to simplify the setup process for key components used in the project.
Reason for Migration The decision to shift to Debian was based on the following observations:
- Improved compatibility with open-source machine learning libraries and tools
- Easier installation of essential packages such as Python, OpenCV, and Flask
- Better support for community-driven tools that can be used in the project
These factors contributed to a smoother and more predictable development workflow.
Implementation Overview
- Reconfigured project dependencies including Python, Flask, TensorFlow, and OpenCV
- Ensured compatibility of Error Level Analysis (ELA), metadata analysis, and MLP models
- Validated system performance and stability across all modules