VegSeedsBD: A Comprehensive Image Dataset of Vegetable Seeds.

Type of data: 3456 x 4608 px images of vegetable seeds. Data format: JEPG. Dataset Contents: Original (raw) images of different varieties of vegetable seeds from single seed and bulk seeds perspectives. Number of classes: Fifteen (15) varieties of common vegetable seeds – (1) Bitter Gourd, (2) Bottle Gourd, (3) Corn, (4) Cucumber, (5) Hyacinth Bean, (6) Malabar Spinach, (7) Okra, (8) Papaya, (9) Pea, (10) Pumpkin, (11) Ribbed Gourd, (12) Snake Gourd, (13) Sponge Gourd, (14) String Bean, and (15) Wax Gourd. Total number of images: 4,500. Distribution of instances: Number of images in VegSeedsBD dataset – (1) Bitter Gourd: Single Seed = 200 and Bulk Seeds = 100. (2) Bottle Gourd: Single Seed = 200 and Bulk Seeds = 100. (3) Corn: Single Seed = 200 and Bulk Seeds = 100. (4) Cucumber: Single Seed = 200 and Bulk Seeds = 100. (5) Hyacinth Bean: Single Seed = 200 and Bulk Seeds = 100. (6) Malabar Spinach: Single Seed = 200 and Bulk Seeds = 100. (7) Okra: Single Seed = 200 and Bulk Seeds = 100. (8) Papaya: Single Seed = 200 and Bulk Seeds = 100. (9) Pea: Single Seed = 200 and Bulk Seeds = 100. (10) Pumpkin: Single Seed = 200 and Bulk Seeds = 100. (11) Ribbed Gourd: Single Seed = 200 and Bulk Seeds = 100. (12) Snake Gourd: Single Seed = 200 and Bulk Seeds = 100. (13) Sponge Gourd: Single Seed = 200 and Bulk Seeds = 100. (14) String Bean: Single Seed = 200 and Bulk Seeds = 100. (15) Wax Gourd: Single Seed = 200 and Bulk Seeds = 100. Dataset size: The total size of the dataset is 3.56 GB and the compressed ZIP file size is 3.36 GB. Data acquisition process: Images of vegetable seeds are captured using a high-definition smartphone camera from different angles and the two perspectives of single seed and bulk seeds. Data source location: Agro-industry grade seeds are collected from agricultural seed stores in Bangladesh. Where applicable: Training and evaluating machine learning and deep learning models to distinguish varieties of common vegetable seeds in Bangladesh to support automated identification systems of various vegetable seeds.数据类型：尺寸为3456×4608像素的蔬菜种子图像。 数据格式：JPEG。 数据集内容：涵盖不同品种蔬菜种子的原始（未处理）图像，拍摄视角包含单粒种子与批量种子两种场景。 类别数量：共15种常见蔬菜种子品种，分别为： (1) 苦瓜（Bitter Gourd）、(2) 葫芦（Bottle Gourd）、(3) 玉米（Corn）、(4) 黄瓜（Cucumber）、(5) 扁豆（Hyacinth Bean）、(6) 落葵（Malabar Spinach）、(7) 秋葵（Okra）、(8) 木瓜（Papaya）、(9) 豌豆（Pea）、(10) 南瓜（Pumpkin）、(11) 棱角丝瓜（Ribbed Gourd）、(12) 蛇瓜（Snake Gourd）、(13) 丝瓜（Sponge Gourd）、(14) 菜豆（String Bean）、(15) 冬瓜（Wax Gourd）。 总图像数量：4500张。 样本分布：VegSeedsBD数据集各品类图像数量如下： (1) 苦瓜：单粒种子视角图像200张，批量种子视角图像100张。 (2) 葫芦：单粒种子视角图像200张，批量种子视角图像100张。 (3) 玉米：单粒种子视角图像200张，批量种子视角图像100张。 (4) 黄瓜：单粒种子视角图像200张，批量种子视角图像100张。 (5) 扁豆：单粒种子视角图像200张，批量种子视角图像100张。 (6) 落葵：单粒种子视角图像200张，批量种子视角图像100张。 (7) 秋葵：单粒种子视角图像200张，批量种子视角图像100张。 (8) 木瓜：单粒种子视角图像200张，批量种子视角图像100张。 (9) 豌豆：单粒种子视角图像200张，批量种子视角图像100张。 (10) 南瓜：单粒种子视角图像200张，批量种子视角图像100张。 (11) 棱角丝瓜：单粒种子视角图像200张，批量种子视角图像100张。 (12) 蛇瓜：单粒种子视角图像200张，批量种子视角图像100张。 (13) 丝瓜：单粒种子视角图像200张，批量种子视角图像100张。 (14) 菜豆：单粒种子视角图像200张，批量种子视角图像100张。 (15) 冬瓜：单粒种子视角图像200张，批量种子视角图像100张。 数据集大小：数据集总容量为3.56 GB，压缩ZIP包容量为3.36 GB。 数据采集流程：采用高清智能手机摄像头，从不同角度拍摄单粒种子与批量种子两种视角的蔬菜种子图像。 数据来源：农业工业级种子采自孟加拉国的农资种子商店。 适用场景：可用于训练与评估机器学习、深度学习模型，以区分孟加拉国常见蔬菜种子品种，助力各类蔬菜种子自动识别系统的研发。