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Fuyumi

Fuyucchi

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Models

Model · Object detection

yolov8_animeface

Fuyumi

Anime Face Detection using YOLOv8 Dataset was made created with 10 000 images manually annotated from safebooru. Split was train 70, val 20, test 10. This model is based on yolov8x6. It has been trained on the said dataset for 300 epoch at 1280px1280px. It took ~110 hours to train on a RTX A4000. On my dataset, the model performs particularly well with the default parameters. While it doesn't provide a huge mAP50-95, its predictions are always correct on the files I've tested. Confidence could be higher, but the model is very precise. Confusion matrix of the model, generated on the test set PR curve of the model, generated on the test set Other metrics are available in the./demo/val…

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