Educational Teaching Video Classification Network ED-NET.
In this paper, we have presented a novel dataset, Teach-VID, that contains video
clips of 60 seconds each. The video clips are taken from an e-learning platform
developed by our organization. This dataset is used to develop a system to
classify Teaching and Non-Teaching videos. Along with the dataset, we have
proposed two models for benchmarking purposes. The first model is developed
using 3D-CNN and the second model is developed using 2D-CNN and LSTM.