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Fashion-MNIST Model Failure Analysis

Created on September 6|Last edited on September 6

Interactive Table with Model Failures on Validation Set

Looks like the model has a problem with confusing "Shirts" and "T-Shirts", which is honestly pretty relatable.
Maybe we could up-sample these classes or collect more data?
💡

image
guess
truth
s_Bag
s_Ankle Boot
s_Coat
s_Dress
s_Pullover
s_Sandal
s_Shirt
s_Sneaker
s_Trouser
s_T-Shirt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
Run: baseline_no_batch_norm:v0_eval_large
1

List<File<(table)>>