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yolov8n-manga-frame-seg – AI Model by TheBlindMaster | AlphaNeural AI

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TheBlindMaster/
yolov8n-manga-frame-seg

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instance-segmentation

frame-segmentation

image-segmentation

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YOLOV8N Manga Frame Segmentation

This model is a fine-tuned YOLOV8N-seg for detecting and segmenting frames in manga images.

Usage

python

from ultralytics import YOLO
from huggingface_hub import hf_hub_download

# Download and load the model
model_path = hf_hub_download(repo_id="TheBlindMaster/yolov8n-manga-frame-seg", filename="best.pt")
model = YOLO(model_path)

# Run inference
results = model.predict("manga_page.jpg")

Training Details

Base Model: yolov8n-seg.pt
Dataset: Manga109 with MangaSegmentation annotations
Task: Frame instance segmentation
Epochs: 1
Image Size: 320
Batch Size: 16

Categories

Trained to detect: frame