To celebrate this precious relationship of friendship on the upcoming International Friendship Day, we bring a deep learning challenge to you: #FriendshipGoals. The Anthropology department of an Ivy League school is planning to study the impact of friendship at different life stages. You have been hired as a deep learning specialist to assist their team in this project.
Your task is to build a deep learning model that analyzes an image of a gathering among friends, detects the age group of the gathering, and classifies them into groups of toddlers, teenagers, or adults.
Data
Data description
You must use an external dataset to train your model. The attached dataset link contains the sample data of each category [Toddler | Teenagers | Adults] and test data.
Data files
| File name | Description |
| Test.zip | Contains image files to be classified |
| Sample.zip | Contains sample image files belonging to each category |
| Test.csv | Predictions file containing indices of test data and a blank target column |
| sample_submission.csv | Submission format that must be followed for uploading predictions |
Data description
| Column name | Description |
| Filename | File name of test data image |
| Category | Target column [values: 'Toddler'/'Teenagers'/'Adults'] |
Submission format
Please refer to sample_submission.csv for more details
Evaluation criteria
score=100∗recall_score(actual_values,predicted_values)
