Commit History

major(feat): implement streaming ensemble prediction to enhance real-time model inference and update interface for live results
c56a0f7

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feat: enhance model registration by adding architecture and dataset metadata to the ModelEntry class
be96dd0

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feat: implement new app structure with enhanced ensemble prediction capabilities and integrate multiple models for image analysis
f0ce00a

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refactor: rename image preprocessing function for clarity and update HTML output for consensus display
90fbf1e

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feat: add simple prediction model with preprocessing and postprocessing functions
71cd7c0

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chore: update requirements to remove index-url and ensure compatibility with GitHub source for transformers
c18d29a

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refactor: rename prediction function for clarity and update requirements to use GitHub source for transformers
438276f

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refactor: remove CommitScheduler from main execution flow and update smolagents dependencies
fd745be

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fix: deps
a4eb277

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docs: expand README with roadmap, feature status, and AI content detection tools; update requirements for transformers
b88f9dc

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refactor: update import paths for forensics utilities and enhance logging functionality in inference data
bc355a9

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minor: round AI and Real Scores to three decimal places in ensemble prediction results
6255f64

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test: refactored for mcp specs
63aad13

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refactor: simplify ELA function name and clean up unused augmentations in Gradio interface
31239ef

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feat: simple prediction
73ffe6a

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update: README
5268185

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feat: add Community Forensics Preview tab to Gradio interface
4feb2ac

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minor: fix type
955ad61

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feat: enhance forensic analysis by adding additional gradient and MinMax processing variations
568299d

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refactor: rename predict_image_with_json to predict_with_ensemble and update its implementation to return consensus label
1260077

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refactor: rename predict_image_with_json to predict_with_ensemble and update its implementation to return consensus label
4b48107

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refactor: ensemble monitoring and weight optimization agents, refactor minmax processing function, and update requirements
a7003f1

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feat: add Bit Plane extraction to forensic analysis and enhance Gradio interface with new processing tools
62c8661

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refactor: reorganize Gradio interface layout for improved user experience and accessibility
6909ab7

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refactor: update API names for various functions to enhance clarity and consistency
5aa075b

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docs: streamline docstring for Bit Plane Extractor interface by removing redundancy and enhancing readability
52ba0af

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docs: enhance docstring for Bit Plane Extractor interface to improve clarity and usability
0457419

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refactor: update API names for prediction functions to improve clarity and consistency
392abb7

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fix: update demo launch configuration to enable MCP server mode
6432eef

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feat: add API names to prediction functions and update README title for clarity
2f1900e

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fix: ensure Hugging Face API token is used for dataset repository initialization
f69af75

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fix: update dataset name for improved clarity and consistency in logging
489bc21

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fix: update dataset privacy settings and enable token usage for Hugging Face dataset logging
1cbfb0b

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feat: implement CommitScheduler for automated logging to Hugging Face dataset and refactor dataset initialization process
5967d4d

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fix: enable dataset logging to Hugging Face Hub by uncommenting push_to_hub functionality
87fc2bb

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feat: implement custom JSON encoder for numpy types and ensure type consistency in inference results
0f427f3

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feat: improve JSON handling and type safety in inference results and dataset logging
febce11

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feat: add detailed logging for input types in inference data processing
679e047

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feat: enhance image handling by ensuring input is a PIL Image and updating forensic image logging
d20c076

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refactor: reorganize agent structure by moving models to agents directory, update logging level, and enhance .gitignore for model files
c1d03da

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fix: extract prediction label for accurate weight management in consensus calculation
91479f7

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feat: integrate dotenv for environment variable management and update weight management logic for prediction handling
73783f9

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fix: store full result dictionary in model predictions for enhanced data tracking
d7aaf8c

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fix: correct string formatting in anomaly detection logging
e8835e7

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chore: fix deps naming
7812ef2

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fix: update .gitignore and requirements.txt for Python version compatibility and correct package names
5bd979e

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major(feat): restructure models and introduce new monitoring and weight management agents
ae1c2a2

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feat: rename app file for confusion
bb30d5b

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feat: add logging
58f23d5

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make clear distinction between ensemble agents and smart agents
8f7f87a

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