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    • IBM Community: Data science

    Deep learning Models

    Open source deep learning models that contain free, deployable, and trainable code.

    Search all ModelsArrow right

    max-nested-named-entity-tagger/
    Model | Deployable

    Nested Named Entity Tagger

    Locate and tag nested-named entities in text.

    December 1, 2020

    max-weather-forecaster/
    Model | Deployable

    Weather Forecaster

    Predict hourly weather features given historical data for a specific location

    May 26, 2020

    max-question-answering/
    Model

    Question Answering

    Answer questions on a given corpus of text

    September 17, 2019

    max-text-summarizer/
    Model | Deployable

    Text Summarizer

    Generate a summarized description of a body of text

    July 9, 2019

    max-image-resolution-enhancer/
    Model | Deployable

    Image Resolution Enhancer

    Upscale an image by a factor of 4, while generating photo-realistic details.

    March 29, 2019

    max-text-sentiment-classifier/
    Model

    Text Sentiment Classifier

    Detect the sentiment captured in short pieces of text

    March 29, 2019

    max-nucleus-segmenter/
    Model | Deployable

    Nucleus Segmenter

    Identify nuclei in a microscopy image and assign each pixel of the image to a particular nucleus

    March 28, 2019

    max-speech-to-text-converter/
    Model | Deployable

    Speech to Text Converter

    Converts spoken words into text form.

    March 27, 2019

    max-human-pose-estimator/
    Model | Deployable

    Human Pose Estimator

    Detect humans in an image and estimate the pose for each person.

    December 12, 2018

    max-named-entity-tagger/
    Model

    Named Entity Tagger

    Locate and tag named entities in text.

    October 31, 2018

    max-fast-neural-style-transfer/
    Model | Deployable

    Fast Neural Style Transfer

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

    September 21, 2018

    max-image-segmenter/
    Model

    Image Segmenter

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

    September 21, 2018

    max-news-text-generator/
    Model | Deployable

    News Text Generator

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

    September 21, 2018

    max-object-detector/
    Model

    Object Detector

    Localize and identify multiple objects in a single image.

    September 21, 2018

    max-resnet-50/
    Model

    Image Classifier - ResNet50

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

    September 21, 2018

    max-review-text-generator/
    Model | Deployable

    Review Text Generator

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

    September 21, 2018

    max-sports-video-classifier/
    Model | Deployable

    Sports Video Classifier

    Classify sporting activities in videos.

    September 21, 2018

    max-image-colorizer/
    Model | Deployable

    Image Colorizer

    Adds color to black and white images.

    September 21, 2018

    max-inception-resnet-v2/
    Model | Deployable

    Image Classifier - Inception ResNet v2

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

    September 21, 2018

    max-word-embedding-generator/
    Model | Trainable

    Word Embedding Generator

    Generates word embedding vectors from text files.

    September 21, 2018

    max-scene-classifier/
    Model | Deployable

    Scene Classifier

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

    September 21, 2018

    max-audio-classifier/
    Model | Deployable

    Audio Classifier

    Identify sounds in short audio clips.

    September 21, 2018

    max-audio-embedding-generator/
    Model | Deployable

    Audio Embedding Generator

    Generate embedding vectors from audio files.

    September 21, 2018

    max-audio-sample-generator/
    Model | Deployable

    Audio Sample Generator

    Generate short audio clips of speech commands and lo-fi instrumental samples.

    September 21, 2018

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