SakshiAher-Codes/Detection-of-Face-Swap-based-Deep-Fake-Videos ? reverse-engineered prompt

Build me a simple web app that can detect face swap deepfake videos. I want to upload a video, have it analyze the frames one by one, and then tell me whether it looks real or fake with a clear confidence score. It should also generate a PDF report that shows the result and a basic frame by frame summary so I can review what the model found.

Make the app easy to use in the browser, with a clean upload screen and a clear results page. Use the trained deep learning model for the detection, and make sure the video gets preprocessed properly before prediction. If anything needs to be downloaded or set up from online docs, go ahead and look it up. I also want the project to run locally without much hassle, ideally with one command to start the app.