地球资源数据云——数据资源详情

汽车零部件分类

发布时间：2026-03-17 15:34:51资源ID：2033809242082152449资源类型：免费

该数据集《Automobile - parts - classification》主要用于多分类任务，数据形态以图像为主，应用场景偏向交通/汽车。 题目说明：Classification of automobile parts 任务类型：图像多分类。 建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：未检测到标准 CSV，可优先查看目录中的索引或说明文件。 There are 14 different types of folder given for Micro Organism they are following - - - - - - - - - - - - - - - - - - - - - - - - - - - - bearing - - Bevel - gear - - clutch - - cylinder - - filter - - fuel - tank - - helical - gear - - piston - - rack - pinion - - shocker - - spark - plug - - spur - gear - - valve - - wheel - - Acknowledgements We wouldn't be here without the help of others. If you owe any attributions or thanks, include them here along with any citations of past research. ALL IMAGES BELONG TO THE ORIGINAL AUTHORS. Inspiration Want to build powerful Neural network that can classify these images with more accuracy. - - All image may have different size so make them into similar size

汽车零部件分类

摘要概览

该数据集《Automobile - parts - classification》主要用于多分类任务，数据形态以图像为主，应用场景偏向交通/汽车。 题目说明：Classification of automobile parts

任务类型：图像多分类。

建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。

评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。

可用文件：未检测到标准 CSV，可优先查看目录中的索引或说明文件。

There are 14 different types of folder given for Micro Organism they are following - - - - - - - - - - - - - - - - - - - - - - - - - - - - bearing - - Bevel - gear - - clutch - - cylinder - - filter - - fuel - tank - - helical - gear - - piston - - rack - pinion - - shocker - - spark - plug - - spur - gear - - valve - - wheel - -

Acknowledgements We wouldn't be here without the help of others. If you owe any attributions or thanks, include them here along with any citations of past research.

ALL IMAGES BELONG TO THE ORIGINAL AUTHORS.

Inspiration Want to build powerful Neural network that can classify these images with more accuracy.

- - All image may have different size so make them into similar size