Livoa LogoLivoa

Paths and setup

Train_h5

Val h_5

Hyperparameters

Num_classes=5

Batch_size=64

Epoch=50

LOAD FEATURE FUNCTION

Read Feature (X)

Read Labels(Y)

One hot Encoding Labels

Load Train/Val/Test Features and Build Classifier on top of ViT Features

Build and Compile Model

Setup Call backs

1.model checkpoints

2.Early stopping

3.Reduce Ron Plateau

Train Model with training data

Validate on X_Val every epoch and use callbacks

Evaluate model on test Data and analyse Accuracy

Test_h5

Val_h5

classifier development

by nivi

0
0 uses