Hi @VictorownzuA11
Because in the video, the emotion will be going up and down, therefore, I think set the same label for all frames is not really correct isn’t it? for example, in some frames, the face has no emotion, which have the score of 0. From my understand, this expert-labeled-emotion-score should be the peak score (or average of top 10 highest scores). Though I’m not very sure because it is labeled by expert in emotion analysis
About using the last frame, I think, the characteristic of LSTM is using the previous information to predict the current input, therefore, it will focus on predicting the score for the current input (which is the last frame). This resulting the last output will be getting a high influence of the last input (please correct me if I’m wrong)