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I am working on a project for my CS subject and the topic is Video compression. After theoretical aspect, I want to implement and describe one algorithm that does video compression. I am not sure if these type of questions are allowed here but: what would be the best (the easiest) algorithm to implement for an entry level?

I was looking for some and couldn't find a lot of scientific papers.

Exzone
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You should check how JPEG works. For video compression, you have to implement how JPEG works on every frame. There is a great video on YouTube by Reducible on how JPEG works under the hood. It explains step by step how the algorithm works but you will have to code it yourself.

0jas
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