├── .gitignore ├── 2020_0000_0599 ├── SFW_cleanup │ ├── calcstats.py │ ├── notes.txt │ └── whittle.py ├── error_images.txt └── selected_tags.csv ├── 2021_0000_0899 ├── SFW_cleanup │ ├── calcstats.py │ ├── notes.txt │ └── whittle.py ├── error_images.txt ├── notes.txt └── selected_tags.csv ├── 2021_0000_0899_5500 ├── SFW_cleanup │ ├── calcstats.py │ ├── notes.txt │ └── whittle.py ├── error_images.txt ├── notes.txt └── selected_tags.csv ├── Generator ├── ParseTFRecord.py ├── PrepTFRecord.py ├── UpscalePred.py └── Upscale_DB.py ├── Losses └── ASL.py ├── Models ├── ConvMixer.py ├── ConvNext.py ├── MLPMixer.py ├── MoAt.py ├── NFNet.py ├── NFResNet.py ├── ResMLP.py ├── ResNet.py ├── SwinV2.py ├── ViT.py └── layers │ ├── Base.py │ ├── CNNAttention.py │ ├── ConvLayers.py │ └── MoAtAttention.py ├── Optimizers └── GSAM.py ├── README.md ├── Utils ├── agc.py └── dbimutils.py ├── gen_hydrus.py ├── img_stats.py ├── notes_temp_misc.txt ├── notes_temp_train.txt ├── prep_ds.py ├── read_ds.py ├── results ├── asymmetric_loss_sweep.csv ├── db2021_0000_0899_0950_0999_b0000.csv ├── db2021_0000_0899_0950_0999_b1092.csv └── focal_loss_sweep.csv ├── tags_server.py ├── test_batch_savedmodel.py ├── test_res_onnx.py ├── test_res_savedmodel.py ├── tflite_bench.py ├── tflite_pred.py ├── tflite_quant.py ├── tools ├── analyze_metrics.py ├── bench_res_onnx.py ├── calc_stats.py ├── check_images.py ├── cleanlab_stuff.py ├── encode_tags.py ├── make_report.py └── topkimages.py ├── train_convmixer.py ├── train_convnext.py ├── train_effnet.py ├── train_moat.py ├── train_mobilenetv3.py ├── train_nfnet.py ├── train_resmlp.py ├── train_resnet.py ├── train_swinv2.py └── train_vit.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SmilingWolf/SW-CV-ModelZoo/HEAD/.gitignore -------------------------------------------------------------------------------- /2020_0000_0599/SFW_cleanup/calcstats.py: 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