地球资源数据云——数据资源详情
Minecraft 块纹理图像数据集
该数据集《Minecraft Block Texture Image Dataset》主要用于多分类任务，数据形态以图像为主，应用场景偏向安全检测。 题目说明：A complete pack of 1,083 PNG images for computer vision and ML projects 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：metadata_minecraft_block_textures.csv。 Description : A full set of 1,083 block texture images from the legendary game Minecraft, version 1.21.8. Each image is a .png file representing the visual texture of a block used in the game. A metadata CSV file (metadata.csv) is also included, containing details for all images such as: file_name — the image filename
摘要概览
该数据集《Minecraft Block Texture Image Dataset》主要用于多分类任务，数据形态以图像为主，应用场景偏向安全检测。 题目说明：A complete pack of 1,083 PNG images for computer vision and ML projects
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：metadata_minecraft_block_textures.csv。
Description :
A full set of 1,083 block texture images from the legendary game Minecraft, version 1.21.8.
Each image is a .png file representing the visual texture of a block used in the game.
A metadata CSV file (metadata.csv) is also included, containing details for all images such as:
file_name — the image filename