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IBM Code Model Asset Exchange

A place for developers to find and use free and open source deep learning models.

Featured models

Image Segmenter

Identify objects in an image, additionally assigning each pixel of the image to a particular object.


Audio Classifier

Identify sounds in short audio clips.


Word Embedding Generator

Generate embedding vectors from text files.


All models

Inception-ResNet-v2

Identify objects in images using a third-generation deep residual network.


Places365 CNN

Classify images according to the place/location labels in the Places365 data set.


Image Caption Generator

Generate captions that describe the contents of images.


Review Text Generator

Generate English-language text similar to the text in the Yelp® review data set.


Sports Video Classifier

Categorize sports videos according to which sport the video depicts.


Adversarial Cryptography

Protect communications with adversarial neural cryptography.


Object Detector

Localize and identify multiple objects in a single image.


ResNet-50

Identify objects in images using a first-generation deep residual network.


Fast Neural Style Transfer

Generate a new image that mixes the content of a source image with the style of another image.


News Text Generator

Generate English-language text similar to the news articles in the One Billion Words data set.


Spatial Transformer Network

Train a neural network component that can add spatial transformations such as translation and rotation to larger models.


Image Segmenter

Identify objects in an image, additionally assigning each pixel of the image to a particular object.


Audio Classifier

Identify sounds in short audio clips.


Word Embedding Generator

Generate embedding vectors from text files.


Breast Cancer Mitosis Detector

Detect whether a mitosis exists in an image of breast cancer tumor cells.


Image Colorizer

Colorize black & white images.


Audio Embedding Generator

Generate embedding vectors from audio files.


Trainable models

Adversarial Cryptography

Protect communications with adversarial neural cryptography.


Spatial Transformer Network

Train a neural network component that can add spatial transformations such as translation and rotation to larger models.


Word Embedding Generator

Generate embedding vectors from text files.