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University course project: Machine learning -- Ensemble learning strategies comparison on classification quality for imbalanced data

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Yoga Pose Classification

University course project:

Machine learning -- Ensemble learning strategies comparison on classification quality for imbalanced data

Zrzut ekranu 2023-09-08 130119

Similarity Dendrogram (variance of key body coordinates)

image

The most similar Yoga poses

Yoga poses find the closest mean value of the variance of the coordinates of the positions of the points of interest of the body

Sukhasana Agnistambhasana
Sukhasana-example Agnistambhasana-example

The most varied Yoga poses

Yoga postures with the outermost mean value of the variance of the coordinate of the position of the body's points of interest

Marichyasana III Ardha Chandrasana
marichyasana-iii-example ardha-chandrasana-example

image

Dev

pip install -r requirements.txt

dvc pull

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University course project: Machine learning -- Ensemble learning strategies comparison on classification quality for imbalanced data

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