This was a simple solution for the Identify the dance form competition organized by hackerearth.

No External Data, Ensembling or Pseudolabelling techniques was used for this submission.

Link to problem: https://www.hackerearth.com/problem/machine-learning/identify-the-dance-form-deea77f8/description/

Libraries used:

• Pytorch
• Sklearn
• open-cv
• Albumentations
• pytorch-image-models https://github.com/rwightman/pytorch-image-models

Steps to reproduce the solution:

• Download the data files and unzip it into the ./data/ folder
• Change model to ResNet18
• Run the notebook
• It will produce the submission.csv file as output.

The simple solution used above was one of my 3 submissions using the relatively shallow ResNet18 Model It scored 84.5277 inn CV, 88.06930 in public LB and 85.57376 in private LB

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