Muhamamd Shuaib Aslam

4 Questions 5 Answers 0 Followers

Questions related from Muhamamd Shuaib Aslam

Why both Training and Validation accuracies stop improving after some epochs?

I am using data augmentation and decaying learning rate after each epoch. If I don't use data augmentation but keeping callback, then my training accuracy reaches to 99.65% but not validation....

16 December 2020 841 10 View

GAN as Data Augmentation?

Hi, I want to apply GAN as a data-augmentation technique in my model. I am bit confused regarding implementation that how could I give the generated images of GAN to my model on run-time? because...

08 December 2020 4,833 3 View

How to improve accuracy of hard classes in multiclass classification?

Hi, I am training my models to classify 10 classes. Some of the classes are easy for my models and achieve accuracy greater than 95% but some classes have very hard patterns and accuracy stops at...

04 December 2020 592 9 View

Unequal length observation sequences when training Hidden Markov model?

For example if: states = ('Rainy','Sunny') observations = ('walk', 'shop', 'clean') For example if: observation 1 = ('walk', 'shop', 'clean') observation 2 = ('walk', 'shop', 'clean','eat...

25 March 2019 8,238 1 View