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I think there is a need for a comprehensive system for image and video data analytics. Much like how we today have relational databases (postgres, MYSQL) and fu
by aub3bhat 10y ago
I think there is a need for a comprehensive system for image and video data analytics. Much like how we today have relational databases (postgres, MYSQL) and full text search engines (lucene/Solr). The approach Google or Amazon have been taking which involves providing a "tagging" API is frankly unimaginative.
I am working on Deep Video Analytics an Open Source Visual Search and Analytics platform for images and videos. The goal of Deep Video analytics is to become a quickly customizable platform for developing visual & video analytics applications, while benefiting from seamless integration with state or the art models released by the vision research community. Its currently in very active development but still well tested and usable without having to write any code.
https://github.com/AKSHAYUBHAT/DeepVideoAnalytics https://github.com/AKSHAYUBHAT/DeepVideoAnalytics
https://deepvideoanalytics.com https://deepvideoanalytics.com
- timc3 10y agoI would be interested to know more about this, particularly the database and what you plan to do with it in the future (I am thinking the license on the GitHub project is obviously restrictive for a purpose at the moment).
- aub3bhat 10y agoSorry about the license, I am trying to reach a beta version within a month along with a system-description paper that outlines the long term vision behind building such a system. At that point I plan on relaxing the license. There are certain constraints such as making sure that all underlying models are correctly licensed. Also FAISS which I use is licensed by Facebook under an explicit non-commercial license.