There are 3,670 total images: image_count = len(list(data_dir.glob('*/*.jpg'))) The dataset contains five sub-directories, one per class: flower_photo/ĭata_dir = tf._file('flower_photos.tar', origin=dataset_url, extract=True)ĭata_dir = pathlib.Path(data_dir).with_suffix('')Ģ28813984/228813984 - 1s 0us/stepĪfter downloading, you should now have a copy of the dataset available. This tutorial uses a dataset of about 3,700 photos of flowers. WARNING:tensorflow:From /tmpfs/src/tf_docs_env/lib/python3.9/site-packages/tensorflow/python/ops/distributions/bernoulli.py:165: RegisterKL._init_ (from .kullback_leibler) is deprecated and will be removed after. You should update all references to use `tfp.distributions` instead of `tf.distributions`. The TensorFlow Distributions library has moved to TensorFlow Probability (). WARNING:tensorflow:From /tmpfs/src/tf_docs_env/lib/python3.9/site-packages/tensorflow/python/ops/distributions/distribution.py:259: ReparameterizationType._init_ (from .distribution) is deprecated and will be removed after. 04:38:40.555938: E tensorflow/compiler/xla/stream_executor/cuda/cuda_:1518] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 04:38:40.555902: E tensorflow/compiler/xla/stream_executor/cuda/cuda_fft.cc:609] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 04:38:40.555856: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:9342] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered Import TensorFlow and other necessary libraries: import matplotlib.pyplot as pltįrom import Sequential In addition, the notebook demonstrates how to convert a saved model to a TensorFlow Lite model for on-device machine learning on mobile, embedded, and IoT devices.
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