Anime Text YOLO

YOLO model weights for detecting anime text blocks. The repository is flattened and contains safetensors model files only, plus this model card and license.

Model Details

Task: object detection
Class label: text_block
Format: safetensors PyTorch state dict
Source format: converted from Ultralytics YOLO .pt checkpoints
Metadata: each safetensors file stores class names, YOLO architecture YAML, training args, source path, conversion format, date, and Ultralytics version in its header

Files

File	Variant	Tensors	Size
`yolo12n_animetext.safetensors`	YOLO12n	691	9.95 MiB
`yolo12s_animetext.safetensors`	YOLO12s	691	35.54 MiB
`yolo12m_animetext.safetensors`	YOLO12m	751	77.14 MiB
`yolo12l_animetext.safetensors`	YOLO12l	1245	101.17 MiB
`yolo12x_animetext.safetensors`	YOLO12x	1245	226.22 MiB

Usage

These files are raw model state dictionaries, not pickled Ultralytics checkpoint objects. Instantiate the matching YOLOv12 model definition, then load the state dict.

from safetensors.torch import load_file

state_dict = load_file("yolo12n_animetext.safetensors")

Intended Use

Use these weights for detecting rectangular anime text block regions in images, such as manga, anime screenshots, or illustration datasets that contain rendered text.

Limitations

The repository does not include the original training data, evaluation artifacts, or ONNX exports. Users should validate performance on their own target image distribution before using the models in production.

License

This repository is licensed under GPL-3.0. See LICENSE.

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