Refactor and Improve Image-to-Text Generation Script
Overview
This pull request includes a comprehensive refactor of the existing image-to-text generation script to enhance readability, error handling, and efficiency. Key improvements are as follows:
Changes Made
Organized Imports: Grouped and ordered imports for better readability.
Improved Error Handling: Added more detailed and specific error messages.
Refactored Functions: Decomposed complex functions into smaller, manageable pieces.
Enhanced Documentation: Added docstrings to all functions for better clarity.
Introduced Typing: Added type hints for better code clarity and static analysis.
Detailed Changes
Error Handling: Provided detailed error messages for image loading failures.
Docstrings: Clarified the purpose and usage of each function.
Type Hints: Improved function argument and return type clarity.
Function Decomposition: Simplified load_image and other helper functions for clarity.
Impact
These changes make the code more maintainable, readable, and robust, ensuring better handling of edge cases and improving overall code quality.
Testing
Tested the script with various inputs, including URLs and local files, to ensure functionality remains intact. Verified that error handling works as expected for invalid inputs.
Notes
Ensure that all dependencies are up-to-date to avoid compatibility issues.
Review the docstrings and type hints to ensure they align with the intended usage of the functions.
awni
commented
6 days ago
Refactor and Improve Image-to-Text Generation Script
Overview
This pull request includes a comprehensive refactor of the existing image-to-text generation script to enhance readability, error handling, and efficiency. Key improvements are as follows:
Changes Made
Detailed Changes
load_imageand other helper functions for clarity.Impact
These changes make the code more maintainable, readable, and robust, ensuring better handling of edge cases and improving overall code quality.
Testing
Tested the script with various inputs, including URLs and local files, to ensure functionality remains intact. Verified that error handling works as expected for invalid inputs.
Notes