地球资源数据云——数据资源详情

杏仁类型分类

发布时间：2026-03-17 14:32:49资源ID：2031243869621227522资源类型：免费

该数据集《Almond Types Classification》主要用于多分类任务，数据形态以图像为主。 题目说明：Image Processing techniques were used to extract quailty data from images 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：Almond.csv。 Almonds exhibit remarkable diversity. Each almond variety has distinct characteristics, which makes identifying and utilizing them a practical endeavor. The features are extracted using Image processing techniques following these steps: 1. Converting to HSV color space instead of RGB 2. Creating a mask for brown color 3. Finding edges using Canny

杏仁类型分类

摘要概览

该数据集《Almond Types Classification》主要用于多分类任务，数据形态以图像为主。 题目说明：Image Processing techniques were used to extract quailty data from images

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：Almond.csv。

Almonds exhibit remarkable diversity. Each almond variety has distinct characteristics, which makes identifying and utilizing them a practical endeavor.

The features are extracted using Image processing techniques following these steps:

1. Converting to HSV color space instead of RGB

2. Creating a mask for brown color

3. Finding edges using Canny