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eattach_monochrome_experiments

Image Classification

emb_attachments

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narugo1992 commited on Mar 7, 2025

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@@ -16,6 +16,8 @@ This is an experiment on DeepGHS's new tagger attachment training framework [dee
 Just some technical validation, not recommended for use in production.
 |       Name       |                 Encoder                  |    Problem     |  FLOPS  |  Params  |  AUC   |  accuracy  |  loss   |  mAP  |       Labels       |
 |:----------------:|:----------------------------------------:|:--------------:|:-------:|:--------:|:------:|:----------:|:-------:|:-----:|:------------------:|
 | mlp_layer1_seed1 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K  |  525.8K  | 0.9948 |   0.9652   | 0.06904 | 0.995 | monochrome, normal |

 Just some technical validation, not recommended for use in production.
+(2025.3.7: This feature is still WIP, you can take a look at [this PR](https://github.com/deepghs/imgutils/pull/152), you will like it.)
 |       Name       |                 Encoder                  |    Problem     |  FLOPS  |  Params  |  AUC   |  accuracy  |  loss   |  mAP  |       Labels       |
 |:----------------:|:----------------------------------------:|:--------------:|:-------:|:--------:|:------:|:----------:|:-------:|:-----:|:------------------:|
 | mlp_layer1_seed1 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K  |  525.8K  | 0.9948 |   0.9652   | 0.06904 | 0.995 | monochrome, normal |