Indian Dance Recognition Dataset
Indian Dance Recognition Dataset
Datasets
Indian Dance Recognition Dataset
File
Indian Dance Dataset
Use Case
Indian Dance Dataset
Description
Discover the Indian Dance Dataset designed for deep learning models to classify images into eight classical dance forms.
Description:
To commemorate International Dance Day, an event management company organized an evening of Indian classical dance performances to highlight the rich and expressive art of dance. Following the event, the company intends to develop a microsite to promote and educate people about these classical dance forms. The challenge lies in accurately identifying these dance forms from images, a task for which they have appointed you as a Machine Learning Engineer.
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Objective: Your task is to build a robust deep learning model capable of classifying images into one of eight distinct categories of Indian classical dance.
Dataset Description: The dataset consists of high-quality images capturing various performances of Indian classical dances. Each image is labeled with the corresponding dance form, ensuring a diverse and comprehensive collection that accurately represents the unique characteristics of each category.
Categories: The dataset includes images from the following eight categories of Indian classical dance:
- Bharatanatyam
- Kathak
- Kathakali
- Kuchipudi
- Odissi
- Manipuri
- Mohiniyattam
- Sattriya
Data Collection: Images were sourced from the event, capturing a wide range of poses, costumes, and settings to ensure a representative sample of each dance form. The images are annotated with the specific dance form, providing a clear and accurate dataset for training and validation.
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