qubvel/efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Provides pre-trained weights for all EfficientNet variants (B0-B7) converted from official checkpoints, with support for both standalone Keras and TensorFlow Keras frameworks. Uses compound scaling to balance network depth, width, and resolution across model sizes, enabling efficient transfer learning across ImageNet and specialized datasets. Includes utilities for converting original TensorFlow checkpoints and integrates custom layers compatible with Keras model serialization.
2,100 stars and 69,006 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
2,100
Forks
463
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 24, 2024
Monthly downloads
69,006
Commits (30d)
0
Dependencies
2
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