HyperTag

HyperTag copied to clipboard

Depends on #41

SeanPedersen

SeanPedersen

First basic version: Partition video into e.g. 16 uniformly spaced (by time) sections and take a screenshot. Embed each screenshot and use average as video embedding. Advanced: Partition video with...

SeanPedersen

Semantic search for individual text document pages

1

Right now text documents are represented as a single average embedding of all their sentences. Increase granularity / signal by vectorizing individual pages. Related to #25

SeanPedersen

This will make HyperTag accessible for a broader audience

SeanPedersen

Match semantically very similar words. For example if files are tagged with science and research is queried it should match. Definitely add a toggle to turn this feature off as...

SeanPedersen

Tesseract: - https://github.com/tesseract-ocr/tesseract/issues/263#issuecomment-536197289 Even better: Find a solid GPU accelerated OCR implementation: - https://github.com/jaidedai/easyocr (looks promising but rly aweful CPU performance and too big model sizes for my lil GPU...

SeanPedersen

Add automatic file tag suggestions by file content using Machine Learning

1

When a new file is added, automatically infer tags from semantically similar existing files tags. Depends on #24

SeanPedersen

Powered by CLIP

SeanPedersen

https://textract.readthedocs.io/en/stable/#currently-supporting

SeanPedersen