Kohulan / DECIMER-Image_Transformer

DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.

Date Created 2020-09-07 (4 years ago)

Commits 317 (last one 4 months ago)

Stargazers 243 (0 this week)

Watchers 7 (0 this week)

Forks 59

License mit

Ranking

RepositoryStats indexes 633,155 repositories, of these Kohulan/DECIMER-Image_Transformer is ranked #163,697 (74th percentile) for total stargazers, and #261,640 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #29,407/129,369.

Kohulan/DECIMER-Image_Transformer is also tagged with popular topics, for these it's ranked: python (#7,924/23437), deep-learning (#3,275/8816), tensorflow (#1,004/2301), transformers (#342/900)

Other Information

Kohulan/DECIMER-Image_Transformer has 2 open pull requests on Github, 50 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 57 closed issues.

There have been 14 releases, the latest one was published on 2024-11-04 (4 months ago) with the name v2.7.1.

All Topics

tpu python decimer tensorflow transformers deep-learning image-data-mining chemical-image-recognition

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

232 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The only known language in this repository is Python

Opengraph Image

updated: 2025-03-28 @ 04:09pm, id: 293572361 / R_kgDOEX-PCQ