015525/UCF101-video-dataset-cnn-model

cnn model that predict the category of a video

UCF101-video-dataset-cnn-model

cnn model that predict the category of a video

steps followed :-

1- first of all we discover the dataset , try to understand it

2- the processing of the video data is done by capturing each video using(cv2 libraray)

3- then we get 10 frames -imgaes- each n-seconds and form a set of images for each video

4- then from these images we chose a certain number of images to enter the model

5- we create the cnn model

6- test the results using accuracy and val-accuracy

models performed :-

                  A cnn parallel model
                  A normal cnn model which got better results 91% val-acc