Read images sequence to be classified with LSTM

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Marwa Masmoudi
Marwa Masmoudi 2020-12-21
Hi, I want to classify people's activities using deep learning architecture and with LSTM to take advantage of the time aspect.
So, I want to use image sequences. That is to say, each video contains several sequences of images because in a video I have more than one person.
So, i have Dataset folder contrain Train and Test subfolders, then i have 2 other subfolders 0 and 1 for each Train and Test folder , afterwards, in each 0 and 1 i have n subfolders for videos , finally in each video folder i have n sequence folders , these folders contain frames named 0000001.jpeg till nnnnnnn.jpeg. for better understanding i am attaching a pic of my hierarchy.
After, these images sequences will be the inputs of LSTM unit and finally each sequence images will be classified as 0 for activity or 1 not activity using CNN architecture.
Please help me accessing these images sequences . waiting for your kind response.

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