This International Dance Day, an event management company organized an evening of Indian classical dance performances to celebrate the rich, eloquent, and elegant art of dance. Post the event, the company planned to create a microsite to promote and raise awareness among the public about these dance forms. However, identifying them from images is a tough nut to crack.
Build an image tagging Deep Learning model that can help the company classify these images into eight categories of Indian classical dance.
The dataset consists of 364 images belonging to 8 categories, namely manipuri, bharatanatyam, odissi, kathakali, kathak, sattriya, kuchipudi, and mohiniyattam. Download The Dataset from Here
The problem Statement is solved with both keras and PyTorch. In PyTorch, I build Class for Custom dataset and uses Densenet121 model for training.
- Mohd Aquib