afislonge/deepfake-detection-project
Our project aims to develop a machine learning model to compare and contrast images sourced from Flickr, a platform with user-uploaded photographs, against those generated by ThisPersonDoesNotExist, which uses generative adversarial networks (GANs) to create lifelike human images. We'll evaluate the nuances in authenticity and quality
Issues
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Model deployment
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Develop code for Lime Verification
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UI Improvement
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Xception Net Model Design - 2
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Xception Net Model Design - 1
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VGG19 model design
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Face recognition model
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Model Training
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Develop UI
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Integrate model with UI
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MongoDB Database Creation
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Dataset Preprocessing - Noise Reduction
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Database integration with UI
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Model Testing
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UI Testing
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End to End Testing
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Streamlit Setup
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Deploy Application To Collab
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Create gmail for the project
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UI Development
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Model Design
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Project Proposal - Project Components
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Project Presentation - Data Gathering
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Project Proposal - Data Gathering
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Github repository
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