Refactor Directory Structure and Add SPSL Model #1
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This PR aims to enhance clarity and consistency within the project by implementing a new directory structure and standardized terminology for detectors and models. The changes address existing confusion and overlapping naming conventions, making the codebase easier to navigate and understand.
Key Changes:
File Hierarchy Reorganization: Flattened
deepfake_detectors/, standardizedgating_mechanisms/togates/. Addedarchitecturesdirectory abovedetectorsto clarify between individual model/architecture design and detector frameworks.Updated Documentation: README, new Tutorial for adding detectors.
detectors/: Contains all final decision frameworks on real/fake detection.architectures/: Houses all model-specific code.gates/: Renamed from gating_mechanisms/ for consistency and brevity.SPSL Model Addition: Began integrating the SPSL model from DeepfakeBench into our suite. Note: The training loop for this model is not yet completed. This will be continued within the SPSL feature branch.
Impact: These changes are expected to streamline the miner onboarding and development process and prepare the groundwork for integrating additional models and detector frameworks.