/plant_classification

This is code for classification of plant images in 12 categories

Primary LanguagePython

plant_classification

This is code for classification of plant images into following 12 categoris

Black-grass Charlock Cleavers Common Chickweed Common wheat Fat Hen Loose Silky-bent Maize Scentless Mayweed Shepherds Purse Small-flowered Cranesbill Sugar beet

#Model building plant_classification_model_building.py Above model building uses InceptionV3 network.

#Model evaluation plant_classification_evaluation.py Accuracy achieved is 96% Confusion matrix

[[20 0 0 0 1 0 7 0 0 0 0 0] [ 0 44 0 0 0 0 0 0 0 0 0 0] [ 0 0 27 0 0 0 0 0 0 0 0 0] [ 0 0 1 59 0 0 0 0 1 0 0 0] [ 0 0 0 0 18 0 0 0 0 0 0 0] [ 0 0 0 0 0 50 0 0 0 0 0 2] [ 5 0 0 0 0 0 54 0 0 0 0 0] [ 0 0 0 0 0 0 0 25 0 0 0 0] [ 0 0 0 1 0 0 0 0 52 4 0 1] [ 0 0 1 0 0 0 0 0 2 17 0 0] [ 0 0 0 0 0 0 0 0 0 0 48 0] [ 0 0 0 0 0 0 0 0 0 0 0 35]]