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This is repository to save experimental code and assignments for EVA course. This course is about Vision focused Machine Learning applications using Pytorch backend.

The code is structured with Week wise progress names w1, w2 etc.

w1 - Basic questions on what are channels and kernels, from CNN perspective

w2 - An implementation of DNN using Convolution and MaxPooling layers

w3 - An implementation of DNN with backpropagation with Pytorch basics

Lecture Videos:

  1. Yolo V1
  2. Yolo v2,v3

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Repository tracks computer vision notebooks as part of capstone project to identify people learning mask in images.

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