Computer Vision & DL articles

2018-01-28 : Introduction to convolutional nueral network

  • Fundamentals of Convolutional neural network

2020-02-04 : Detailed overview of Binary & Multiclass classification matrix

  • Anyone familiar with the confusion matrix knows that most of the time it is explained for a binary classification problem. Well, in this article we will extend applying confusion matrix on multi-class machine learning models.

2020-03-09 : Research paper review: Mask RCNN

2020-03-14 : Research paper review: YOLO

2020-03-20 : Research paper review: UNet

2021-02-02 : Overview & working of Jupyter notebook

  • we will explore Jupyter Notebooks, where you will learn an easy and convineant way to create and share a document that contains text, code, videos, equations and images

2021-02-09 : Object detection architecture fundamentals & evaluation metrics

  • Fundamental Object detection architecture components
  • Object detection evaluation framework

2021-02-21 : Overview on Colab notebook