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The influence of children’s media on young audiences is both profound and far-reaching, playing a pivotal role in shaping their values, behaviours, attitudes, and overall cognitive development. Television programs and cartoons, in particular, have a unique ability to capture the attention of young viewers and leave a lasting impact on their understanding of the world around them. Recognizing this, the current work focuses on an in-depth analysis of the popular Indian cartoon series Chhota Bheem. The main objective of this work is to assess and analyse the screen time allocated to key characters within the series, paying special attention to how positive and negative roles are represented. By applying advanced AI-based techniques for character recognition and screen time measurement, the study seeks to uncover critical insights about the narrative structure and character emphasis in the series. These insights can then be used to evaluate the extent to which such portrayals contribute to shaping children’s perceptions of morality, relationships, and problem-solving abilities. In addition, this research delves into the balance between the portrayal of positive and negative influences within the show, offering a nuanced perspective on how these dynamics can affect children’s psychological development. Ultimately, the work aims to provide meaningful and actionable insights that are relevant to various stakeholders, including parents, educators, and creators of children’s media. These findings serve as a valuable resource for fostering responsible media consumption and production, ensuring that children are exposed to programming that nurtures their development in positive and meaningful ways. The influence of children’s media on young audiences is both profound and far-reaching, playing a pivotal role in shaping their values, behaviours, attitudes, and overall cognitive development. Television programs and cartoons have a unique ability to capture the attention of young viewers and leave a lasting impact on their understanding of the world around them. Recognizing this, the current work focuses on an in-depth analysis of the popular Indian cartoon series Chhota Bheem.

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Cartoon Analysis – Chhota Bheem Character Detection and Screen Time Analysis Using YOLO (You Only Look Once)

  • 会议论文

  • 发表日期：

    2026年

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  • Sakshi Korde,
  • Rasika Kanitkar,
  • Vaishnavi Gaikwad,
  • Hitali Khachane,
  • Rashmi Apte,
  • Mangesh Bedekar,
  • Rakhi Dongaonkar

摘要

The influence of children’s media on young audiences is both profound and far-reaching, playing a pivotal role in shaping their values, behaviours, attitudes, and overall cognitive development. Television programs and cartoons, in particular, have a unique ability to capture the attention of young viewers and leave a lasting impact on their understanding of the world around them. Recognizing this, the current work focuses on an in-depth analysis of the popular Indian cartoon series Chhota Bheem. The main objective of this work is to assess and analyse the screen time allocated to key characters within the series, paying special attention to how positive and negative roles are represented. By applying advanced AI-based techniques for character recognition and screen time measurement, the study seeks to uncover critical insights about the narrative structure and character emphasis in the series. These insights can then be used to evaluate the extent to which such portrayals contribute to shaping children’s perceptions of morality, relationships, and problem-solving abilities. In addition, this research delves into the balance between the portrayal of positive and negative influences within the show, offering a nuanced perspective on how these dynamics can affect children’s psychological development. Ultimately, the work aims to provide meaningful and actionable insights that are relevant to various stakeholders, including parents, educators, and creators of children’s media. These findings serve as a valuable resource for fostering responsible media consumption and production, ensuring that children are exposed to programming that nurtures their development in positive and meaningful ways. The influence of children’s media on young audiences is both profound and far-reaching, playing a pivotal role in shaping their values, behaviours, attitudes, and overall cognitive development. Television programs and cartoons have a unique ability to capture the attention of young viewers and leave a lasting impact on their understanding of the world around them. Recognizing this, the current work focuses on an in-depth analysis of the popular Indian cartoon series Chhota Bheem.