I have a project image classification, but i got error when fit_generator in my model.
# number of epochs to train the NN
epochs = 50
from keras.callbacks import ModelCheckpoint
checkpoint = ModelCheckpoint("model_weights.h5", monitor='val_acc', verbose=1, save_best_only=True, mode='max')
callbacks_list = [checkpoint]
history = model.fit_generator(generator=train_generator,
steps_per_epoch=train_generator.n//train_generator.batch_size,
epochs=epochs,
validation_data = validation_generator,
validation_steps = validation_generator.n//validation_generator.batch_size,
callbacks=callbacks_list
)
and the result
C:\Users\Administrator\AppData\Local\Temp\ipykernel_6524\1791765590.py:9: UserWarning:
Model.fit_generatoris deprecated and will be removed in a future version. Please useModel.fit, which supports generators. history = model.fit_generator(generator=train_generator, Output exceeds the size limit. Open the full output data in a text editor
InvalidArgumentError Traceback (most recent call last) Cell In [41], line 9 6 checkpoint = ModelCheckpoint("model_weights.h5", monitor='val_acc', verbose=1, save_best_only=True, mode='max') 7 callbacks_list = [checkpoint] ----> 9 history = model.fit_generator(generator=train_generator, 10 steps_per_epoch=train_generator.n//train_generator.batch_size, 11 epochs=epochs, 12 validation_data = validation_generator, 13 validation_steps = validation_generator.n//validation_generator.batch_size, 14 callbacks=callbacks_list 15 )
File c:\Users\Administrator\AppData\Local\Programs\Python\Python310\lib\site-packages\keras\engine\training.py:2507, in Model.fit_generator(self, generator, steps_per_epoch, epochs, verbose, callbacks, validation_data, validation_steps, validation_freq, class_weight, max_queue_size, workers, use_multiprocessing, shuffle, initial_epoch) 2495 """Fits the model on data yielded batch-by-batch by a Python generator. 2496 2497 DEPRECATED: 2498
Model.fitnow supports generators, so there is no longer any need to 2499 use this endpoint. 2500 """ 2501 warnings.warn( 2502 "Model.fit_generatoris deprecated and " 2503 "will be removed in a future version. " 2504 "Please useModel.fit, which supports generators.", 2505 stacklevel=2, ...