Fix model loading and prediction logic in various APIs; improve error… #741
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Description of Changes:
Model Loading and Prediction Logic:
Updated the model loading mechanism in the sugarcane-disease-api to improve error handling when loading multiple pre-trained models.
Refactored the prediction function to ensure it handles image preprocessing more robustly, enhancing overall prediction accuracy.
Documentation Updates:
Revised the README.md file to include clear installation instructions and usage guidelines for the API.
Added examples of how to use the sugarcane disease prediction API and improved overall documentation clarity.
API Enhancements:
Improved error handling in the API endpoints to return more informative messages in case of failure.
Optimized performance in various API modules, particularly in the plant_disease_detection and mushroom_edibility APIs.
Dependency Updates:
Updated several dependencies in the package.json file to ensure compatibility and leverage new features or security fixes.
Configuration File Modifications:
Made necessary adjustments to configuration files such as next.config.js and tailwind.config.js for better compatibility with recent updates.