DweshaMukt leverages BERT and deep learning to detect hate speech in Hinglish, Hindi, and English across text, audio, video, images, GIFs, and YouTube comments. With real-time analysis, emoticon detection, and a Streamlit interface, it aims to foster safer online spaces through advanced NLP techniques.

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InstaVision is a project which is capable of generating images by just giving it the description of the image. It uses various technologies like Google Imagen3, Open AI Dall E3, Stable Diffusion, Online Database called as Redis and much more. It includes a feature-rich Telegram Bot and a User Friendly Windows Application.