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Moduł Computer Vision CNN for FindWay

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For image moderation and analysis, the platform uses a set of CNN (Convolutional Neural Network) models. In particular, EfficientNet-B0 is responsible for detecting and automatically blocking pornographic, violent, or abusive imagery, helping maintain a safe environment for users. To support the search for missing persons, FindWay integrates facial recognition technology based on the ArcFace model. The system generates vector embeddings of faces and stores them in a growing searchable memory of previously uploaded images. When a potential match is detected between a newly uploaded photo and an existing case, the system automatically sends a notification to the user's personal account, significantly accelerating the search and response process. Combined with secure authentication and scalable cloud infrastructure (AWS S3, Docker, Hetzner), FindWay enables people to quickly publish reports, search for missing individuals or animals, and respond rapidly to urgent situations. Our mission is deeply humanitarian: to reduce the pain of loss, shorten the time needed to find the missing, and strengthen cooperation between people around the world.

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