Sparse Labels
Explore how sparse labels optimize image classification by reducing memory use with sparse softmax cross entropy. Learn to apply this in TensorFlow while running SqueezeNet on CIFAR-10 data, enabling accurate predictions on diverse images.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Learn how to apply a sparse softmax cross entropy
A. Sparse representation
As mentioned in the Initialization chapter, the CIFAR-10 labels are sparsely represented. This means ...