I am working on a project that involves recognising emotion from images. There are two parts in the project: One where I will generate features from images using API's and then classify the emotion and the other part is where I will first use a CNN on a dataset and then take some layer of features and then give it to SVM to classify.

So, I need a dataset of images as well as pre-trained CNN on that dataset also. I have searched quite a lot on google and I am not able to find any. In some cases, I found a pre-trained CNN dataset but could not find the original dataset of images on which CNN was trained.