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TensorFlow is an open source deep learning framework. The framework can run on the CPU, GPU, or TPU on servers, desktops, and mobile devices, and you can deploy TensorFlow on multiple operating systems and platforms either locally or in the cloud.
Answer questions on a given corpus of text
Sep 17, 2019
Artificial intelligenceDeep learning+
Create a real-time object detection app using Watson Machine Learning
Image Caption Generator
Image recognition with TensorFlow and Keras
See all events
Aug 20, 2019
Learn how you can use machine learning to train your own custom model without substantive computing power and time.
Jul 22, 2019
YouTube developer Jabrils shows how a good idea becomes a potentially life-saving Call for Code solution targeted to floods.
Jul 09, 2019
Generate a summarized description of a body of text
May 08, 2019
Apache SparkArtificial intelligence+
Customize a notebook package to include Anaconda, Watson PowerAI, and sparkmagic and use that to run a Keras model connect to a Hadoop cluster and execute a Spark MLlib model.
Apr 22, 2019
Create your own music based on your arm movements in front of a webcam.
Mar 29, 2019
Upscale an image by a factor of 4, while generating photo-realistic details.
Detect the sentiment captured in short pieces of text
Mar 28, 2019
Train a deep learning language model in a notebook using Keras and Tensorflow.
Leverage Tensorflow and Fabric for Deep Learning to train and deploy Fashion MNIST model on Kubernetes.
Deploy and consume a deep learning platform on Kubernetes, offering TensorFlow, Caffe, PyTorch etc. as a service.
Mar 27, 2019
Artificial intelligenceAudio Modeling+
Converts spoken words into text form.
Mar 19, 2019
Before open source was cool, IBM worked to establish open source as technology that's safe (and good!) for the enterprise.
Feb 19, 2019
Artificial intelligenceData science+
Use computer vision, TensorFlow, and Keras for image classification and processing.
Improve your neural network model by using some well-known machine learning techniques.
Feb 01, 2019
Use PyWren to accelerate data preprocessing to build a facial recognition data model.
Jan 14, 2019
Classify radio signals to allow the signal detection system to make better observational decisions and increase the efficiency of the nightly scans to search for extraterrestrial life.
Dec 12, 2018
The past, present, and future of open source and AI at IBM.
Detect humans in an image and estimate the pose for each person.
Oct 30, 2018
Learn how TensorFlow and PyTorch compare against each other using convolutional neural networks as an example for image training using a Resnet-50 model.
Sep 21, 2018
Adds color to black and white images.
Identify objects in an image, additionally assigning each pixel of the image to a particular object.
Generate names based on a dataset of existing baby names.
Generate English-language text similar to the news articles in the One Billion Words data set.
Localize and identify multiple objects in a single image.
Train a neural network component that can add spatial transformations such as translation and rotation to larger models.
Classify sporting activities in videos.
Predict hourly weather features given historical data for a specific location
Generates word embedding vectors from text files.
Protect communications with adversarial neural cryptography.
Artificial intelligenceAudio Classification+
Identify sounds in short audio clips.
Generate short audio clips of speech commands and lo-fi instrumental samples.
Generate captions that describe the contents of images.
Sep 19, 2018
AI Fairness 360Artificial intelligence+
Learn how the AI Fairness 360 toolkit can help you identify and quantify bias in machine learning model training.
Jul 16, 2018
TensorFlow programs are different from typical programs. Learn techniques for debugging them in different scenarios.
Jul 13, 2018
Train a deep learning model to classify audio embeddings on Watson Machine Learning and perform inference/evaluation with Watson Studio.
Jan 03, 2018
Learn how to implement a REST API to handle inference request on IBM Cloud for any Tensforflow model.
Nov 16, 2017
TensorFlow is just one of the many open source software libraries for machine learning. In this tutorial, get an overview of TensorFlow, learn which platforms support it, and look at installation considerations.
Nov 03, 2017
Create a mobile application leveraging TensorFlow that will recognize and translate handwritten Korean characters.
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