A new project AI security Cam app using DL added

[anshuman444]

Full Name- Anshuman Dash
GitHub Profile Link - https://github.com/anshuman444
Email ID- anshumandash909@gmail.com
Approach For this Project - Identify and locate specific objects within the camera's field of view (e.g., people, weapons).
Participant role -kwoc

Exploratory Data Analysis (EDA):

Perform data cleaning and preprocessing.

Analyze data distribution and outliers.

Visualize patterns and correlations to derive insights.

Model Selection and Training:

Implement 3-4 algorithms such as:

YOLO (You Only Look Once)

SSD (Single Shot Detector)

Faster R-CNN

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• [X]I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @anshuman444 :)

[abhisheks008]

Required Changes:

1. Remove the .gitignore file.
2. In Model/project_folder.ipynb, Jupyter Notebbok file is not visible. Please re-upload the project file and rename it as ai_security_camera_app_using_dl.ipynb.
3. Please follow the README template and update the Model/README.md file.
4. Please add a demo video of the working of the application and upload it inside the Web App folder.
5. Update the Web App/README.md file and add the video file in it.

• Here are the templates:
  • Model/README.md template: https://github.com/abhisheks008/DL-Simplified/blob/main/.github/readme_template.md
  • Web App/README.md template: https://github.com/abhisheks008/DL-Simplified/blob/main/.github/web-app_readme_template.md
  • Existing project for your reference: https://github.com/abhisheks008/DL-Simplified/tree/main/Brain%20Tumor%20Detection

@anshuman444

[abhisheks008]

Looks good to me. Approved!!
@anshuman444