Archives for tensorflow api
In recent years, techniques like deep learning have made several breakthroughs in domains like audio processing, computer vision, robotics and more. Popular deep learning frameworks like Tensorflow, Keras, among others, have immensely eased the development as well as training of complex neural network models. According to the researchers, most of the deep learning models require…
The post Google’s New TF-Coder Tool Claims To Achieve Superhuman Performance appeared first on Analytics India Magazine.
In recent years, techniques like deep learning have made several breakthroughs in domains like audio processing, computer vision, robotics and more. Popular deep learning frameworks like Tensorflow, Keras, among others, have immensely eased the development as well as training of complex neural network models. According to the researchers, most of the deep learning models require…
The post Google’s New TF-Coder Tool Claims To Achieve Superhuman Performance appeared first on Analytics India Magazine.
The TensorFlow Team at Google AI has been tirelessly researching on making enhancements and updates to its popular machine learning platform, TensorFlow. The developers at the tech giant have now released the upgraded version of this platform, TensorFlow 2.2.0. TensorFlow 2.2.0 includes multiple numbers of changes and bug fixes in order to make the library…
The post TensorFlow 2.2.0 Released: Intuitive Features Including New TensorFlow’s Docker Images appeared first on Analytics India Magazine.
The TensorFlow team at Google recently introduced a new tool for TensorFlow Lite (TFLite) known as Model Maker. The TFLite Model Maker simplifies the process of adapting and converting a TensorFlow Neural Network model to particular input data when deploying this model for on-device ML applications. Developed by researchers and engineers from the Google Brain…
The post Google Launches Tool To Adapt ML Models With Transfer Learning appeared first on Analytics India Magazine.
The TensorFlow Model Optimization team from Google recently released Quantization Aware Training (QAT) API as part of the TensorFlow Model Optimization Toolkit. According to the team, the API will enable training and deploying machine learning models with improved performance; these would be compact despite maintaining maximum accuracy. Quantization is the technique of transforming a machine…
The post Google Releases TensorFlow API To Develop Smaller & Faster ML Models appeared first on Analytics India Magazine.
Frameworks play a crucial role in the domain of data science. Frameworks are a collection of packages and libraries which help in simplifying the overall programming experience for building a specific kind of application. Keras and TensorFlow are among the most popular frameworks when it comes to Deep Learning. In this article, we will jot…
The post TensorFlow vs Keras: Which One Should You Choose appeared first on Analytics India Magazine.