All Questions
Tagged with bayesian-deep-learning uncertainty-quantification
2 questions
37
votes
6
answers
11k
views
Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem?
I trained a simple CNN on the MNIST database of handwritten digits to 99% accuracy. I'm feeding in a bunch of handwritten digits, and non-digits from a document.
I want the CNN to report errors, so I ...
- 1,369
1
vote
2
answers
1k
views
Why is my Keras prediction always close to 100% for one image class?
I am using Keras (on top of TF 2.3) to train an image classifier. In some cases I have more than two classes, but often there are just two classes (either "good" or "bad"). I am ...
- 165