Archives for TensorFlow Lite
ExecuTorch is a practical choice for broad model compatibility, or Android device support
The post ExecuTorch vs TensorFlow Lite appeared first on Analytics India Magazine.
Major improvements have been made to Keras as well.
The post TensorFlow Releases New Update TF 2.12.0 appeared first on Analytics India Magazine.
On-device machine learning uses a simplified version of cloud-based machine learning.
The post Build your first text-to-image searcher with TensorFlow Lite Model Maker appeared first on Analytics India Magazine.
It works by using a model to embed the search query into a high-dimensional vector representing the semantic meaning of the query.
The post TensorFlow adds a new library for on-device text-to-image search appeared first on Analytics India Magazine.
Representation learning is a machine learning (ML) method that trains a model to discover prominent features. It may apply to a wide range of downstream tasks– including Natural Language Processing (BERT and ALBERT) and picture analysis and classification (Inception layers and SimCLR). Last year, researchers developed a baseline for comparing speech representations and a new,…
The post On-Device Speech Representation Using TensorFlow Lite appeared first on Analytics India Magazine.
Five years ago, Google launched the open-source platform TensorFlow to accelerate machine learning research and empower developers to build AI applications. On the second day of the annual developer conference Google I/O, the technology company announced the latest developments in ML. The keynote session ‘What’s New in Machine Learning’ was hosted by Kemal El Moujahid,…
The post All The Latest ML Developments Announced At Google I/O appeared first on Analytics India Magazine.
Recently, in an official announcement, Google launched an OpenCL-based mobile GPU inference engine for Android. The tech giant claims that the inference engine offers up to ~2x speedup over the OpenGL backend on neural networks which include enough workload for the GPU. This GPU inference engine is currently made available in the latest version of…
The post Google Launches An OpenCL-based Mobile GPU Inference Engine 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.
Deep Learning has made several breakthroughs in recent years. Compared to traditional computation platforms, it has become more sophisticated and advanced than ever. Smart homes, intelligent personal assistant, etc. are some of the major breakthroughs in the present era. In this article, we list down 8 platforms which can be used to build mobile…
The post 8 Platforms You Can Use To Build Mobile Deep Learning Solutions appeared first on Analytics India Magazine.