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Releases: Kohulan/DECIMER-Image_Transformer

v2.6.0

08 Mar 16:35
077c1db
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2.6.0 (2024-03-08)

Features

  • improved DECIMER hand-drawn model (03d508b)
  • improved DECIMER hand-drawn model (95d6049)

Bug Fixes

v2.5.0

11 Jan 13:15
36dad79
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2.5.0 (2024-01-11)

Features

  • automated-pypi-releases (987e770)

Bug Fixes

v2.4.0

31 Aug 07:28
54a4b4c
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2.4.0 (2023-08-30)

Features

  • add confidence score for predictions (6584b29)
  • add confidence score testing to Tests (588b667)

Bug Fixes

  • add pyyaml to requirements.txt (d572ded)
  • confidence extraction (6c95fee)
  • efficientnet imports (70080f6)
  • efficientNet Model params (7057fab)
  • Import modules according to TensorFlow versions (65600ff)
  • linter issue of unused import (5f607e4)
  • linting issues (40cffed)
  • model size to check for download (b66bca6)
  • read the docs theme (f6732e7)
  • remove duplicate efficientnet imports (3896425)
  • revert to original way of importing (7af54c9)
  • update EfficientNet import issue (758a0f4)
  • use checkpoints properly for predictions #65 and #66 (f47ac99)

Reverts

  • original implementation (e1b946a)

v2.3.1

04 Jul 21:31
1e5cab6
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2.3.1 (2023-07-04)

Features

  • Add new theme for docs (4d69afd)
  • add release-please (bbfdc80)
  • Create Bug_Report.yml (ffb8540)
  • Create CODE_OF_CONDUCT.md (605fdb4)
  • Create ISSUES.md (82ebb33)
  • New model and preprocessing (782c5b9)
  • Update config file and refactor code (c46c852)
  • Update repack to fit to 512 x 512 (960904b)

Bug Fixes

DECIMER V2.3.0

29 Jun 14:54
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  • DECIMER V2.3.0 release
  • Improved preprocessing pipeline
  • New model released
  • DOI
  • Current model understands explicit hydrogens as hydrogen isotopes
  • Current model can interpret hand-drawn structures
  • supports TF 2.12.0

DECIMER V2.2.0

20 Feb 08:04
4e6a498
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  • DECIMER can now handle images with higher resolution (512 x 512)
  • New models are now available in Zenodo.
  • DOI
  • The fine-tuned model is available for hand-drawn images.
  • The latest models can now understand chemical structure depictions with R-Groups and predict SMILES
  • The model was trained on images generated using RanDepict 1.1.3

Full Changelog: V2.1.0...V2.2.0

DECIMER Image Transformer Version 2.1.0

10 Oct 10:59
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  • DECIMER models have been updated in Zenodo.
  • DOI
  • With the latest models being able to understand chemical structure depictions with R-Groups and predict SMILES.
  • Images generated with RanDepict 1.0.9 were used to train the model

image

Full Changelog: V2.0.2...V2.1.0

DECIMER V2.0.2

06 Oct 09:26
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  • Minor updates
  • Models moved to Zenodo instead of Google cloud buckets
  • DOI
    Full Changelog: V2.0...V2.0.2

DECIMER V2.0 Release

19 May 07:55
fbe193a
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DECIMER V2.0

  • Features a EfficientNet-V2 Encoder+ Transformer Decoder
  • Trained on whole data from PubChem
  • Models trained on TPUs on Google Cloud
  • PyPi version updated
  • Removed multiple models and uses a single model for all tasks
  • Higher accuracy than previous version
  • Models optimized to work faster
  • Web version of the prediction server is now available at https://decimer.ai by @OBrink
    Picture 1

DECIMER Image Transformer Version 1.0.2

31 Aug 13:51
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  • Fixed decimer cli
  • Added support for integrating decimer into python programs
  • Fixed trained model download directories
  • Code reformatted
  • Minor bug fixes