Projects using DigitalOceanProjects using DigitalOceanVideoDiscovery is a full-stack AI-powered video analysis platform that transforms video content into searchable insights. It uses YOLOv8, OpenAI Whisper, ResNet50, DeepFace, and SlowFast for object detection, transcription, scene classification, facial analysis, and action recognition, with semantic search for finding videos by visual content or spoken words. Built with React, FastAPI, Python, MongoDB, PyTorch, and TensorFlow.