This is the Linux app named EvaDB whose latest release can be downloaded as v0.3.8sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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EvaDB
DESCRIPTION
Over the last decade, AI models have radically changed the world of natural language processing and computer vision. They are accurate on various tasks ranging from question answering to object tracking in videos. To use an AI model, the user needs to program against multiple low-level libraries, like PyTorch, Hugging Face, Open AI, etc. This tedious process often leads to a complex AI app that glues together these libraries to accomplish the given task. This programming complexity prevents people who are experts in other domains from benefiting from these models. Running these deep learning models on large document or video datasets is costly and time-consuming. For example, the state-of-the-art object detection model takes multiple GPU years to process just a week’s videos from a single traffic monitoring camera. Besides the money spent on hardware, these models also increase the time that you spend waiting for the model inference to finish.
Features
- EvaDB is a database system for building simpler and faster AI-powered applications
- EvaDB is a database system for developing AI apps
- The high-level Python and SQL APIs allow beginners to use EvaDB in a few lines of code
- Build simpler AI-powered apps using Python functions or SQL queries
- 10x faster applications using AI-centric query optimization
- First-class support for your custom deep learning models through user-defined functions
- Built-in caching to eliminate redundant model invocations across queries
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/evadb.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
