application2/lib/convertir.py

# Script Python pour convertir le modèle
import tensorflow as tf

# Charger votre modèle Keras
model = tf.keras.models.load_model('C:/Users/Grace/Documents/deploiementClassificationStreamlit/mon_modele_final.keras')

# Convertir en TFLite
converter = tf.lite.TFLiteConverter.from_keras_model(model)
converter.optimizations = [tf.lite.Optimize.DEFAULT]
tflite_model = converter.convert()

# Sauvegarder
with open('mon_modele_final.tflite', 'wb') as f:
    f.write(tflite_model)