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使用YOLOv8m模型进行绘画分类。
支持的场景包括:
['Abstract_Expressionism', 'Action_painting', 'Analytical_Cubism', 'Art_Nouveau_Modern', 'Baroque', 'Color_Field_Painting', 'Contemporary_Realism', 'Cubism', 'Early_Renaissance', 'Expressionism', 'Fauvism', 'High_Renaissance', 'Impressionism', 'Mannerism_Late_Renaissance', 'Minimalism', 'Naive_Art_Primitivism', 'New_Realism', 'Northern_Renaissance', 'Pointillism', 'Pop_Art', 'Post_Impressionism', 'Realism', 'Rococo', 'Romanticism', 'Symbolism', 'Synthetic_Cubism', 'Ukiyo_e']
['抽象表现主义', '动作绘画', '分析立体主义', '艺术现代主义', '巴洛克', '色彩场绘画', '当代现实主义', '立体主义', '早期诞生主义', '表现主义', '野兽派', '高度诞生主义', '印象主义', '时代诞生主义', '极简主义', '天真艺术', '新古典主义', '北方文艺复兴', '点画主义', '流行艺术', '后期艺术压迫主义', '现实主义', '洛可可', '浪漫主义', '象征主义', '综合古典主义', '浮世绘']
也不是太准。
模型来源: https://hf-mirror.com/keremberke/yolov8m-painting-classification
本模型基于 ServiceBoot微服务引擎 进行服务化封装,参见: 《CubeAI模型开发指南》
$ sh pip-install-reqs.sh
$ serviceboot start
或
$ python3 run_model_server.py
一键式本地容器化部署和运行,参见: 《CubeAI模型独立部署指南》 或 CubeAI Docker Builder
本模型服务可一键发布至 CubeAI智立方平台 进行共享和部署,参见: 《CubeAI模型发布指南》
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