Speech Bubble Segmentation

--- license: gpl-3.0 library_name: candle pipeline_tag: image-segmentation base_model: kitsumed/yolov8m_seg-speech-bubble tags: - candle - yolo - image-segmentation - comic - manga - speech-bubble - safetensors --- # Speech Bubble Segmentation A Candle-compatible SafeTensors conversion of [`kitsumed/yolov8m_seg-speech-bubble`](https://huggingface.co/kitsumed/yolov8m_seg-speech-bubble) for locating and segmenting speech bubbles in comic and manga pages. ## Model details - Architecture: YOLOv8m-seg - Input size: 640 × 640 - Class: `speech bubble` - Mask prototypes: 192 - Mask coefficients: 32 - Default confidence threshold: 0.25 - Default NMS threshold: 0.45 - Default mask threshold: 0.5 ## Files and provenance - `model.safetensors`: converted floating-point weights with the original Ultralytics tensor names - `config.json`: loader, class, and postprocessing metadata - `config.yaml`: original upstream dataset configuration - Upstream revision: `da4efccf35a15c8a8c2564431a4b7e121d3e0d99` ## Intended use and limitations Use this model to produce speech-bubble masks for comic layout analysis, text placement, or rendering. It has one class and should not be treated as a general panel, character, or text detector. Validate thresholds and mask quality on the target comic style; training and evaluation artifacts are not included in this conversion. ## License GPL-3.0, matching this repository and the upstream model card.

Source context: 2719 downloads · 2 likes · Pipeline image-segmentation · Library candle · Repo mayocream/speech-bubble-segmentation

Source context: 20279 downloads · 2 likes · Pipeline image-segmentation · Library candle · Repo mayocream/speech-bubble-segmentation