fchollet/deep-learning-models

Health v2 · maintenance only

Adoption not part of the score

7348 stars · 2428 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A deprecated collection of Keras code and pre-trained weights for popular deep learning image classification models such as VGG16, VGG19, ResNet50, and Inception v3. It has been superseded by the built-in keras.applications module.

Use cases

• classify images with pretrained imagenet models in keras
• extract features from images using vgg or resnet
• get intermediate layer features from pretrained networks
• load pretrained weights for vgg16 vgg19 resnet50 inception v3
• music tagging with a CRNN model

When to choose

• you are on a very old Keras setup that predates keras.applications
• you need the original standalone model files or weights for reference

When to avoid

• starting any new project - use keras.applications instead
• you need maintained code, bug fixes, or support
• you use modern TensorFlow/Keras versions

Facets

library · maturity abandoned

machine-learning deep-learning image-processing computer-vision deep-learning computer-vision image-processing machine-learning python keras pretrained-models imagenet vgg16 resnet50 inception deprecated transfer-learning

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