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Baidu Geek Talk
Baidu Geek Talk
Feb 17, 2022 · Artificial Intelligence

AI-Powered Sports Video Applications: Figure Skating Action Recognition, Multimodal Classification, and Football Highlight Clipping

The article showcases three AI‑driven sports video solutions—real‑time figure‑skating action recognition with ST‑GCN, multimodal video classification merging text, image and audio via ERNIE and TextCNN, and automated football highlight clipping using TSN‑BMN‑LSTM—each achieving over 85% accuracy, fully open‑source on PaddlePaddle with one‑click notebooks and a live developer session.

AIAction RecognitionDeep Learning
0 likes · 8 min read
AI-Powered Sports Video Applications: Figure Skating Action Recognition, Multimodal Classification, and Football Highlight Clipping
Youku Technology
Youku Technology
May 6, 2019 · Artificial Intelligence

Exploring Intelligent Production at Youku: AI‑Driven Video Analysis and Automation

The talk describes Youku’s intelligent production platform, which uses AI and cloud computing to automatically analyze video frames, extract fine‑grained metadata such as scenes, persons, actions and scores, and then generate highlights, vertical clips, annotations and feedback for editors and upstream producers, while addressing challenges like pose‑tracking, graph‑based action classification and future plans for deeper video understanding and open competitions.

AIImage SearchPose Estimation
0 likes · 14 min read
Exploring Intelligent Production at Youku: AI‑Driven Video Analysis and Automation