admin Rembrandt数据集
Rembrandt数据集
一、数据集概述
Rembrandt数据集，包含丰富的数据样本，适用于机器学习、数据分析和学术研究。具体内容请参考以下数据详情章节。
二、基本信息
三、数据内容详情
文件夹结构
本数据集包含 1 个子文件夹，共计 285 个文件。 其中：图片 284 张、CSV 1 个。
文件夹：gen-cv-dataset
数据统计汇总
文件: annotations.csv
字段说明
数据样本（前3行）
文件: annotations.csv
字段说明
数据样本（前3行）
图像数据
• 图片总数: 约 286 张
• 图片格式: JPG / PNG
• 数据组织方式: 按类别文件夹分类（文件夹名即为类别标签）
数据集示例图片
示例图片 1: festival_12.jpg
示例图片 2: folk_art_8.jpg
四、数据类型与标注情况
五、应用场景
• 数据探索与可视化分析
• 机器学习模型训练与验证
• 统计分析与报告生成
• 学术研究与教学实践
六、使用建议
• 使用前请进行必要的数据清洗和预处理
• 建议在使用前仔细查看数据集原始说明文档
• 图像数据集建议使用数据增强技术以提升模型泛化能力
• 训练前请确认图片分辨率和类别分布是否均衡
• 表格数据请先检查缺失值、异常值等数据质量问题
| 属性 | 值 |
| 数据集名称 | Rembrandt数据集 |
| 类型 | 数量 / 内容 |
| 文件总数 | 285 个 |
| 图片文件 | 284 张 |
| CSV文件 | 1 个 |
| 包含子文件夹 | gen-cv-dataset |
| 统计项 | 数值 |
| 子文件夹数 | 1 个 |
| 总文件数 | 285 个 |
| 图片总数 | 286 张 |
| CSV数据总行数 | 568 行 |
| 属性 | 值 |
| 记录数 | 284 行 |
| 字段数 | 2 个 |
| 文件大小 | 270.91 KB |
| 字段名 | 中文含义 | 说明 |
| file_name | file_name | |
| text | text |
| file_name | text |
| festival/festival_6.jpg | A medium shot captures a group of women performing a traditional dance, likely a folk dance from India, dressed in ornate, matching costumes. The central figures are adorned in shimmering gold-colored blouses embellished with intricate embroidery and mirrored sequins, paired with deep green skirts featuring silver patterns and red floral accents along the waistband. Each woman wears a sheer, white gossamer veil that drapes over her head and shoulders, held in place by an ornate silver tiara or headpiece. Their jewelry is extensive, consisting of heavy gold-toned necklaces, dangling earrings, and stacks of red and gold bangles lining their forearms. The women are captured in mid-motion, their hands raised in stylized mudras (gestures), with bright red alta (traditional dye) applied to their fingertips and palms. Their makeup is dramatic, featuring bold black eyeliner and red lipstick. The background is crowded and slightly out of focus, showing a gathering of spectators in varied colorful clothing, suggesting a public festival or cultural event. Tall, white, decorative pillars or ceremonial structures with carved details rise vertically behind the dancers. The lighting is bright and natural, diffusing across the reflective surfaces of the mirrored costumes and the white veils. The color palette is dominated by the contrast of vivid gold, deep emerald green, and brilliant white, punctuated by pops of bright red. The atmosphere is one of cultural celebration and disciplined artistry, captured in a candid, documentary photographic style. |
| festival/festival_44.jpg | A composite action sequence captures a single young man performing a dynamic leap and mid-air rotation across a dusty, light-brown open courtyard. The subject is depicted in multiple stages of movement, creating a stroboscopic effect that tracks his trajectory from the upper left to the lower center and then toward the right. In the initial stages, he is seen jumping upward, wearing a blue and black checkered button-down shirt and dark blue jeans. He transitions into a tuck, pulling his knees toward his chest while wearing a grey hooded sweatshirt, before extending his body in a diving arc. As the sequence progresses, he is shown in mid-rotation, with one arm extended for balance, and eventually landing and springing back up into a final leap. He wears black sneakers with bright neon green accents on the soles. The background consists of a flat, sandy-colored ground with a few scattered pieces of debris. In the upper left corner, a small section of a red brick walkway is visible. In the upper right, the lower halves of two bystanders are partially cropped into the frame. The lighting is bright and diffused, characteristic of an overcast day, casting soft, muted shadows directly beneath the subject. The color palette is dominated by neutral earth tones of the ground, contrasted by the deep blues of the subject’s clothing and the sharp pop of neon green on his footwear. The atmosphere is energetic and athletic, emphasizing motion and agility through a stop-motion photography style. |
| festival/festival_32.png | A dense crowd of young men, mostly seen from the back, gathers in an outdoor setting facing a decorated stage. The main subject is the assembly of people, dressed primarily in casual black t-shirts, some of which feature gold circular logos and text on the back. To the left, a few individuals wear contrasting colors, including a bright blue shirt and a maroon t-shirt. The background features a makeshift stage shaded by a black canopy and a large green and yellow banner with text in Bengali and English. On the stage, a few men are standing, one of whom appears to be speaking or performing. The scene is framed by lush green foliage, including the long, pointed fronds of a palm tree on the left and dense deciduous trees in the upper background. A white building is partially visible in the top right corner. The lighting is natural and diffused, suggesting an overcast day or a shaded area, creating soft shadows across the crowd. The color palette is dominated by the deep black of the clothing, the vibrant greens of the surrounding nature, and the bright yellow and green of the event banner. The atmosphere is one of a community gathering or an organized youth event, characterized by a sense of anticipation and focused attention toward the stage. The style is a candid, wide-shot photograph with a journalistic feel, capturing a real-time social event. |
| 属性 | 值 |
| 记录数 | 284 行 |
| 字段数 | 3 个 |
| 文件大小 | 13.00 KB |
| 字段名 | 中文含义 | 说明 |
| filename | filename | |
| category | category | |
| country | 国家/地区 |
| filename | category | country |
| architecture\architecture_1.jpg | architecture | Bangladesh |
| architecture\architecture_10.jpg | architecture | Bangladesh |
| architecture\architecture_11.jpg | architecture | Bangladesh |
| 属性 | 说明 |
| 数据格式 | CSV (逗号分隔值) |
| 数据类型 | 结构化表格数据 |
| 标注情况 | 字段即标签，无额外标注需求 |
| 数据格式 | JPEG / PNG 图像 |
| 数据类型 | 非结构化图像数据 |
| 标注情况 | 文件夹名称即为类别标签（已标注） |
