image classification models for keras online with Winfy
We have hosted the application image classification models for keras in order to run this application in our online workstations with Wine or directly.
Quick description about image classification models for keras:
All architectures are compatible with both TensorFlow and Theano, and upon instantiation the models will be built according to the image dimension ordering set in your Keras configuration file at ~/.keras/keras.json. For instance, if you have set image_dim_ordering=tf, then any model loaded from this repository will get built according to the TensorFlow dimension ordering convention, "Width-Height-Depth". Pre-trained weights can be automatically loaded upon instantiation (weights='imagenet' argument in model constructor for all image models, weights='msd' for the music tagging model). Weights are automatically downloaded if necessary, and cached locally in ~/.keras/models/. This repository contains code for the following Keras models, VGG16, VGG19, ResNet50, Inception v3, and CRNN for music tagging.Features:
- Classify images
- Extract features from images
- Extract features from an arbitrary intermediate layer
- The Inception v3 weights are trained by ourselves
- Contains code for several Keras models
- All code in this repository is under the MIT license
Programming Language: Python.
Categories:
Modeling, Machine Learning
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