Muhamamd Shuaib Aslam

5 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 874 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 4,859 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 624 9 View

What's Wrong with Maximum Liklihood Estimator Iterative Algorithm?

Why no change in log-likelihood function when prior probabilities are same and no impact of changing mean vectors values as well? What's the reason behind this specific behavior although we have...

06 April 2019 1,927 0 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 8,249 1 View