{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/2"},{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/4"}],"enrichment":{"capability":"Provides pre-trained deep learning model definitions and weights for architectures like VGG16, ResNet50, Xception, and MobileNet, ready to use with Keras.","skillfed_tags":["deep-learning","transfer-learning","abandoned"],"use_cases":["Load a pre-trained VGG16 or ResNet50 model for image classification without training from scratch.","Extract features from images using a pre-trained architecture as a backbone for transfer learning.","Quickly prototype a computer vision model by starting with a well-known architecture and pre-trained weights.","Fine-tune a pre-trained model on a custom dataset for domain-specific image recognition tasks."],"what_it_does":"Keras Applications is a standalone module that bundles reference implementations of popular deep learning architectures (VGG16, ResNet50, Xception, MobileNet, and others) along with pre-trained weights, typically trained on ImageNet. It is designed to be imported directly from Keras and used for transfer learning or as a starting point for custom models.\n\nThe package is now abandoned\u2014its repository was archived and the last commit was in February 2022. While it remains widely downloaded and carries no known vulnerabilities, it receives no active maintenance or updates. Developers should verify whether modern Keras or TensorFlow distributions include these models natively, as this standalone package may no longer be the canonical source.","worth_installing":"No\u2014not recommended for new projects. The package is abandoned (last update 2019, repository archived 2022) and targets Python 2.7\u20133.6, which are now obsolete. Modern Keras and TensorFlow distributions include these models natively. Install only if you are maintaining legacy code that explicitly depends on this package."},"id":"keras-applications","links":{"html":"https://skillfed.io/packages/keras-applications","md":"https://skillfed.io/packages/keras-applications.md","pypi":"https://pypi.org/project/keras-applications/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2019-05-30","license_spdx":null,"license_treatment":"permissive","name":"Keras-Applications","python_support":"unspecified","summary":"Reference implementations of popular deep learning models"},"popularity":{"monthly_downloads":5024199,"position":2180,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.0.8"}