This is the real time dataset of images. For dataset, we have prepared a questionnaire with the help of a Psychological counselor. After that, we interviewed 75 subjects aged ranges from 18-22 in a one-to-one manner. To record the video, we used a study table, selfie stick, and mobile phone properly adjusted. After that using Python code we converted the video into images. Dataset contains an emotions of students aged between 18-22. Dataset contains 392 labelled sample images of different emotions like Neutral, Happy, Angry, Sad, Disgust, Surprised and Fear. This dataset is useful to researchers in emotion recognition, sentiment analysis etc.