football-match-actions-videos
- Its dataset consists of the actions that happened in football matches like scoring a goal, tackling, and eliminating by a red card.
- I create the first video dataset on Kaggle about football match actions with my colleagues as an AI intern at Orange Digital Center Egypt and Instant Software Solutions link
- I use CNN-RNN architecture using feature extractor CNN as CNN design pattern integrated with time-distributed layer, GRU as sequence part.
- the implementation using Keras (sequential API), and the model achieves particularly reliable results.