{"id":3085,"name":"DeepFake Sentinel","purpose":"A desktop application utilizing Gemini CLI for local processing to detect and flag deepfake videos and audio. The app enables users to verify the authenticity of digital media without transmitting data to external servers, privacy-focused and mitigating the risks of fake video scams. Fully open sourced.","profitable":0,"date_generated":"Friday December 2025 19:03","reference":"deepfake-sentinel-project","technology_advise":["Python","Easy"],"development_time_estimation_mvp_in_hours":80,"grade":6.5,"category":null,"view_count":32,"similar_ideas":[],"source_headline":null}