Sukhendra Singh

Abstract Violence recognition is an urgent need for real-time human activity identification in surveillance video streams, which is becoming more important in areas including public safety, law enforcement, and security monitoring. Even while visual understanding has come a long way, finding a balance between accuracy and speed of identification is still a big problem.

बेहतर अनुभव के लिए एप का उपयोग करें {"_id":"6a5858528d1fc508c50258f1","slug":"sukhendra-singh-har-nahi-hogi-2026-07-16","type":"story","status":"publish","title_hn":"\u0939\u093e\u0930 \u0928\u0939\u0940\u0902 \u0939\u094b\u0917\u0940","category":{"title":"Mere Alfaz","title_hn":"\u092e\u0947\u0930\u0947 \u0905\u0932\u094d\u092b\u093e\u091c\u093c","slug":"mere-alfaz"}} राह हमारी औरों से दूजी है कांटे की हर चुभन मेरी पूंजी है । मंजिल हर वक्त चुनौती देगी प्यास हिमालय की चोटी चढ़ लेगी । संकल्प...

Abstract The increasing challenge of air pollution in cities requires smart methods to make proper predictions and manage the problem. Although machine learning and deep learning models have contributed greatly to weather and pollution forecasting, the main issue is the real-time flexibility, and scalability in the varying atmospheric conditions.