地球资源数据云——数据资源详情
瑜伽姿势分类
该数据集《Yoga Pose Classification》主要用于多分类任务，数据形态以图像为主。 题目说明：Image dataset consists of 5 different yoga poses. 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。 Context Yoga is a very well - known practice to curb anxiety and relieve stress and overall wellbeing. There are many yoga poses but the very well - known ones are the downward dog pose, goddess pose, tree pose, plank pose and the warrior pose. Smart technology can be used to classify between them. Content The dataset is divided 5 sub folders in each directory corresponding to the 5 classes of yoga poses. The images are extracted from bing using their API functionality and then they are manually cleaned, resized and compressed. Inspiration I am doing a project to compare different optimizers and its a good practice to implement those techniques in image classification problem.
摘要概览
该数据集《Yoga Pose Classification》主要用于多分类任务，数据形态以图像为主。 题目说明：Image dataset consists of 5 different yoga poses.
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。
Context
Yoga is a very well - known practice to curb anxiety and relieve stress and overall wellbeing. There are many yoga poses but the very well - known ones are the downward dog pose, goddess pose, tree pose, plank pose and the warrior pose. Smart technology can be used to classify between them.
Content
The dataset is divided 5 sub folders in each directory corresponding to the 5 classes of yoga poses. The images are extracted from bing using their API functionality and then they are manually cleaned, resized and compressed.
Inspiration I am doing a project to compare different optimizers and its a good practice to implement those techniques in image classification problem.