VidSentry

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VidSentry is an automated content moderation API and platform designed for video hosting services, streaming applications, and education providers. The software performs two distinct layers of analysis on user-uploaded media: 1. Visual Threat Detection: Scans video frames in near real-time (<4 seconds) to identify and classify nudity, violence, gore, and weapons. 2. Dialect-Aware Audio Analysis: Extracts and transcribes audio tracks using models specifically trained on African linguistic datasets. This allows the system to detect hate speech, harassment, and toxic terminology in regional dialects (such as Sheng and Pidgin) and heavily accented English, minimizing the false negatives often produced by standard Western-trained transcription models. VidSentry operates via a Hybrid Streaming Architecture. Developers receive instant visual verdicts via API, while complex dialect processing occurs asynchronously. The platform provides a JavaScript SDK (@vidsentry/sdk), webhooks for result delivery, and a central dashboard for manual review.