gulabpatel / CNNs

A brief intro to different CNN Nets

https://iq.opengenus.org/different-types-of-cnn-models/

CNN-TransferLearning

Here, we would see, how to use transfer learning for image classifications in Keras. For a brief introduction to transfer learning visit "https://www.analyticsvidhya.com/blog/2017/08/10-advanced-deep-learning-architectures-data-scientists/?utm_source=blog&utm_medium=comprehensive-popular-deep-learning-interview-questions-answers" We have used the following models;

1. Resnet50
2. InceptionV3

Dataset

Here, I will attach the link of training and testing set due to the over size.

Training set - https://drive.google.com/drive/folders/1Dch4aNX5-m2zIYiATGf2_5-q4f76yNwf?usp=sharing

testing set- https://drive.google.com/drive/folders/1hnaP6rMnXPDtk-h9L7n3Sz3ul4mg4fMo?usp=sharing

How to calculate the number of parameters in CNN and LSTM network

For more details visit : https://www.youtube.com/watch?v=k70Z20WhEIY

CNN Explainer

https://poloclub.github.io/cnn-explainer/#article-relu