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This computer vision tutorial will introduce you and take deep into concepts practical implementation of the subject. Lecture 11 continues our discussion of nutsandbolts details training neural networks. Deep learning (iit kharagpur) lecture on explainability and bias in ai (part 2 of 3).
Lecture 17 discusses ways for incorporating 3d structure into neural networks. We talk about different representations data including depth maps, voxe. Lecture 22 gives a summary and review of all the topics we covered this semester.
We discuss different learning rate schedules for changing the lear. After summary, i spend second half talking about my.