Livoa LogoLivoa
Plant Leaf Image
FEATURE EXTRACTION

CNN BRANCH

DenseNet201 Backbone
CNN Feature Extraction
CNN Feature Vector

VISION TRANSFORMER BRANCH

Vision Transformer Model
CLS Token Embedding
ViT Feature Vector
Feature Fusion
Tensor Construction

Classifier

Plant Disease Class


START
Load PlantVillage dataset
Split dataset 80% train 20% validation
Validation set for per-epoch evaluation
Train hybrid CNN+ViT model using training data
Save trained model and class labels
Model deployment
END

PDD

by Ganesh

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