amerikana 1.1

☕ a simpler imagenet class synset and decoder utility. pluggable and 100% tf.keras compatible

☕ amerikana: keras prediction decoder for imagenet-simple-labels

a simpler, more human readable imagenet synset for keras.

comparison:

ID	ImageNet	Keras	Simple (this repo)
87	African grey, African gray, Psittacus erithacus	African_grey	grey parrot
97	drake	drake	duck
913	wreck	wreck	shipwreck
930	French loaf	French_loaf	baguette

quickstart:

should be used as a drop in replacement for tf.keras.applications.imagenet_utils.decode_predictions

install with pip:

pip install amerikana

import:

from amerikana import decode_predictions

instead of:

from tensorflow.keras.applications.imagenet_utils import decode_predictions

example use:

predictions = model.predict(processed_image)
labels = decode_predictions(predictions)
print(labels)

credit:

• simplified labels list: imagenet-simple-labels. see information and comparison for simplified labels there.

• the module code used in this project is a derivative of tf.keras imagenet_utils.

enjoy!