Commit History

Update README.md
ce6fe83
verified

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Update app.py
8159928
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Update README.md
b5afbe3
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refactor: comment out simple prediction interface and restore community forensics preview in demo
62180cb

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feat: restore and enable simple prediction interface in demo, replacing community forensics preview
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refactor: update consensus display in full_prediction function for improved readability
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feat: add flowchart representation of image prediction process and enhance README with flowchart and multi-model consensus methods overview
e2d09ed

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refactor: update augmentation methods in full_prediction function and revise README for clarity on parameters and new functionality
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yolo
c3c2134

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feat: add image augmentation tool and update demo interface to include new functionality
acf0228

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refactor: remove unnecessary preprocessing function and streamline image handling in simple_prediction
2be263d

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fix: correct image handling in simple_prediction function and add debug prints for image types
48e0567

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refactor: comment out simple prediction interface and update demo tab titles for clarity
a677ac6

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feat: improve image loading and anomaly detection in smart agents, enhancing error handling and mock anomaly generation
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feat: refactor prediction functions and enhance image loading capabilities for improved processing and noise estimation
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feat: enhance image handling in predictions and dynamically configure model weights based on MODEL_REGISTRY
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Revert "feat: dynamically initialize model weights using MODEL_REGISTRY and adjust weights for specific models"
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Revert "feat: implement universal image loader to support various input types and update preprocessing functions accordingly"
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feat: implement universal image loader to support various input types and update preprocessing functions accordingly
25f90cb

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feat: dynamically initialize model weights using MODEL_REGISTRY and adjust weights for specific models
0e2cdc4

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chore: update .gitignore to include additional Python bytecode files and inference log directories
e799e01

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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
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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
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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
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feat: simple prediction
73ffe6a

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update: README
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feat: add Community Forensics Preview tab to Gradio interface
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minor: fix type
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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
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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
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