Video-Subtitle-and-Summarizer-using-Deep-Learning

Developed a web application for video summarization using Flask framework which would transcript and summarize the videos. Used OpenAI's Whisper model for transcribing and Fine-tuned BART model for summarization

Features:

Video Transcription: Users can upload or provide video links and the application will automatically the audio content of the video into text

Summarization: The application summarizes the transcribed text to provide a concise overview of the video's content,making it easier for users to to grasp main points

Audio Playback: Users can listen to the summary of the video through text-to-speech conversion enhancing the user experience.

Execution of the project

1. Create virtual environment in your system
   conda create -p env python==3.10 -y
   

2. Install all the dependencies
   pip install -r requirements.txt
   

3. Execute python app.py

Screensot with Example