[TEMPLATE] - Object Detection with YOLO - DataScience

[Abhishek-Mallick]

What domain will the project template be based on?

Data Science

If 'Others', please specify the preferred domain.

No response

Particular directory path for the template.

templates/Data-Science/Deep-Learning/ObjectDetectionYOLO/

What tech stacks do you want to include?

Python, OpenCV, TensorFlow

Brief Description

This project template implements the YOLO algorithm for real-time object detection focused on detecting ambulances and other vehicles in traffic scenarios.
References : COCO Dataset, Open Images Dataset, Cityscapes Dataset, KITTI Dataset, Berkeley DeepDrive Dataset
Note : A Jupyter notebook in form of a collab notebook should be linked in the README.md, and a user-friendly UI should be built using Flask or Streamlit.

👀 Have you spent some time checking if this issue has been raised before?

• [X] Yes
• [ ] No

🏢 Have you read the Code of Conduct?

• [X] I have read the Code of Conduct

Would you like to work on this issue?

No

[shubhamsahu03]

Hi, I have prior experience with working with yolov8 finetuned model on nearly real-time applications. Would love to contribute. I have read the code of conduct.

[Abhishek-Mallick]

Assigning this issue to you If you face any issue feel free to contact me via Discord

[Abhishek-Mallick]

Hey @shubhamsahu03 are you working on this issue?