@rahulsharma429841969

In modern cricket, run-out and stumping decisions rely heavily on the Third Umpire manually reviewing video footage frame-by-frame. This process is time-consuming, disrupts match flow, and can still lead to errors in close calls under pressure. To address this, we built AI 3rd Umpire—an intelligent cricket review assistant that streamlines the decision-making process using multimodal AI. Powered by Google Gemini, the system analyzes video footage to quickly identify key moments and assist in making accurate decisions. The application follows a two-step pipeline. First, using Gemini’s video understanding capabilities, it processes the uploaded clip to automatically detect the critical event—such as the moment the bails are dislodged—and jumps directly to the relevant frame. Next, OpenCV extracts a sequence of surrounding frames, which are then analyzed by Gemini’s vision model. The AI evaluates spatial relationships between the bat, crease, and stumps to generate a decision along with supporting reasoning. This pipeline is presented through a clean, broadcast-inspired Streamlit interface designed for clarity and usability. The system enables faster review workflows while reducing manual effort, offering a more efficient and assistive approach to third umpire decisions.

Learn how modern AI agents interact with the live web through hands-on workshops, real infrastructure, and a community builder weekend in San Francisco. 📅 May 25–31, 2026 • May 25 – 30: Online Build Phase • May 30: Hybrid Build Day (Online & Onsite) • May 31: Demos & Awards (Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite in San Francisco. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $5,000 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🧑‍💻 Apply now to build AI agents powered by real-time web access.

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📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

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