Focoos CLI#111
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- Introduced PREDICT_DIR for model predictions. - Enhanced RuntimeType with string representation methods. - Replaced literal types in TrainerArgs with defined type aliases for better readability and maintainability.
- Introduced a new CLI module for Focoos, enabling commands for training, validation, prediction, export, and benchmarking. - Added comprehensive documentation for CLI usage, including command options and examples. - Updated project configuration files to include the new CLI dependencies and scripts. - Enhanced the mkdocs navigation to include CLI documentation.
- Expanded the documentation for the Focoos CLI, detailing command functionalities, usage examples, and architectural insights. - Improved the predict, export, benchmark, and train command implementations with enhanced logging and error handling. - Updated command arguments and descriptions for clarity and consistency across the CLI interface. - Added support for lazy loading in the CLI to optimize performance and prevent circular dependencies. - Enhanced the validation command to provide comprehensive evaluation metrics and visualization options.
- Removed the optional models_dir parameter from the ModelManager class and its associated methods to simplify the interface. - Updated the _from_local_dir method to derive the model directory path directly from the name or default to MODELS_DIR. - Adjusted error messages to reflect the new logic for model directory resolution.
- Added a TODO comment in the RemoteModel class to address the need for the upload_artifacts parameter to accept a list of artifact names, improving clarity for future development.
- Enhanced the image_loader function to accept image URLs, allowing for direct loading of images from the web. - Implemented a check for string inputs that start with "http://" or "https://", utilizing the requests library to fetch the image content. - Updated documentation to reflect the new input type for improved clarity.
…ayout documentation - Renamed the PREDICT_DIR variable to PREDICTIONS_DIR for clarity and consistency. - Removed outdated SUPERVISELY format documentation from the DatasetLayout class to streamline the code and improve readability.
- Added a new module for hub-related commands in the Focoos CLI, enabling users to interact with the Focoos Hub. - Implemented commands to list available pretrained models and datasets, including options for downloading and uploading datasets. - Enhanced documentation with usage examples and detailed descriptions for each command, improving user experience and clarity.
- Introduced a new documentation file for the Focoos CLI, detailing features, installation instructions, command usage, and configuration options. - Included extensive examples for training, validation, prediction, and model export commands to enhance user understanding and experience. - Documented available commands and their parameters, providing a clear reference for users to effectively utilize the CLI.
- Introduced a new section in the README.md to acknowledge contributors, enhancing community recognition. - Included a visual representation of contributors using a dynamic image link for better engagement.
- Changed the error message in ModelManager to provide clearer feedback when a run directory is not found. - Removed references to the SUPERVISELY layout from DatasetLayout and AutoDataset classes to streamline the code and improve clarity.
- Changed the example command for uploading a dataset to specify a .zip file. - Improved descriptions for available subcommands and added notes regarding internet connection and API key requirements. - Clarified that a dataset must be created on the Focoos Hub before uploading.
- Incremented the revision number to 2. - Updated resolution markers to use 'sys_platform' instead of 'platform_system'. - Added 'upload-time' metadata for several packages in the lock file to improve tracking of package updates.
- Modified examples in concepts.md to reflect the new model loading syntax, specifying full paths for models. - Added a new section in cli.py for Focoos Hub commands, including examples for hub-related operations. - Removed unnecessary models_dir parameters from benchmark and predict commands, simplifying the API. - Updated hub.py documentation to link to relevant dataset structure guidelines.
- Updated documentation to specify the requirement of a Focoos API Key in the environment variable `FOCOOS_API_KEY` for various hub commands. - Reformatted notes for clarity and consistency across model and dataset commands. - Commented out the sync command implementation as a placeholder for future development.
- Updated the artifact upload logic to accept a customizable list of artifact names instead of a fixed set. - Added a warning log for missing artifacts to enhance error tracking during uploads. - Cleaned up the code for better readability and maintainability.
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- Refactored the test case to use a variable for the model path, improving readability and maintainability. - Ensured that the expected weights URI is constructed using the updated model path variable.
- Updated the model path in the test case to remove the leading slash, ensuring it aligns with expected directory structure. - This change enhances the accuracy of the test by reflecting the correct relative path for model loading.
- Refactored the run directory validation logic to streamline the process of checking for model existence. - Updated the error handling to provide clearer feedback when a specified run directory does not exist. - Adjusted the corresponding test case to reflect the changes in error message expectations.
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