Thumbnail Generator

Overview

An advanced AI-powered thumbnail generator using FastAPI that extracts key frames, detects scenes and emotions, and allows dynamic thumbnail editing.

Features

• Video upload and thumbnail extraction
• This version processing is a bit slow I am working on it please be patient

UPDATES

• added the text size function
• added upscale to increase quality of image
• @todo will add a emoji pallete
• will use ai for text positioning
• give user an option to use ai for text generation(optional user input will be there)
• brightness is added

##Frontend

• Take video path as input in string\

• then Backend return file path and zip file as json

• in the edit thumbnail

• below is th eparam to be taken input as edit thumbnail frontend gives json in the below format

• thumbnail_path: str

  text: Optional[str] = None

  font_size: Optional[int] = 40

  text_color: Optional[Tuple[int, int, int]] = (255, 255, 255)

  brightness_adjustment: Optional[float] = 0

  upscale: Optional[bool] = True

• Gives img path in return