# WD 1.4 ConvNext Tagger V2

Supports ratings, characters and general tags.

Trained using https://github.com/SmilingWolf/SW-CV-ModelZoo.  
TPUs used for training kindly provided by the [TRC program](https://sites.research.google/trc/about/).

## Dataset
Last image id: 5944504  
Trained on Danbooru images with IDs modulo 0000-0899.  
Validated on images with IDs modulo 0950-0999.  
Images with less than 10 general tags were filtered out.  
Tags with less than 600 images were filtered out.

## Validation results
`P=R: threshold = 0.3685, F1 = 0.6810`

## Final words
Subject to change and updates.  
Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.
{"license": "apache-2.0"}
keras onnx license:apache-2.0 has_space region:us
TAGS
#keras #onnx #license-apache-2.0 #has_space #region-us 

# WD 1.4 ConvNext Tagger V2

Supports ratings, characters and general tags.

Trained using URL  
TPUs used for training kindly provided by the TRC program.

## Dataset
Last image id: 5944504  
Trained on Danbooru images with IDs modulo 0000-0899.  
Validated on images with IDs modulo 0950-0999.  
Images with less than 10 general tags were filtered out.  
Tags with less than 600 images were filtered out.

## Validation results
'P=R: threshold = 0.3685, F1 = 0.6810'

## Final words
Subject to change and updates.  
Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.
# WD 1.4 ConvNext Tagger V2

Supports ratings, characters and general tags.

Trained using URL  
TPUs used for training kindly provided by the TRC program. ## Dataset
Last image id: 5944504  
Trained on Danbooru images with IDs modulo 0000-0899.  
Validated on images with IDs modulo 0950-0999.  
Images with less than 10 general tags were filtered out.  
Tags with less than 600 images were filtered out. ## Validation results
'P=R: threshold = 0.3685, F1 = 0.6810' ## Final words
Subject to change and updates.  
Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.
TAGS
#keras #onnx #license-apache-2.0 #has_space #region-us 
 # WD 1.4 ConvNext Tagger V2

Supports ratings, characters and general tags.

Trained using URL  
TPUs used for training kindly provided by the TRC program. ## Dataset
Last image id: 5944504  
Trained on Danbooru images with IDs modulo 0000-0899.  
Validated on images with IDs modulo 0950-0999.  
Images with less than 10 general tags were filtered out.  
Tags with less than 600 images were filtered out. ## Validation results
'P=R: threshold = 0.3685, F1 = 0.6810' ## Final words
Subject to change and updates.  
Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.
TAGS
#keras #onnx #license-apache-2.0 #has_space #region-us 
# WD 1.4 ConvNext Tagger V2

Supports ratings, characters and general tags.

Trained using URL  
TPUs used for training kindly provided by the TRC program.## Dataset
Last image id: 5944504  
Trained on Danbooru images with IDs modulo 0000-0899.  
Validated on images with IDs modulo 0950-0999.  
Images with less than 10 general tags were filtered out.  
Tags with less than 600 images were filtered out.## Validation results
'P=R: threshold = 0.3685, F1 = 0.6810'## Final words
Subject to change and updates.  
Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.