Small Project for Technical Interview, learn to use Google Colab and YOLOv8 to detect and track objects in real-time
The dataset came from "sample.mp4". To get every frame from the video, "create_image_dataset.py" is used to extract all frames.
To detect the staff, I manually select frames with staff. I use Roboflow to annotate location of staff. Data augmentation techniques are applied too.
To download staff dataset, please go through this link.
https://drive.google.com/file/d/1W3r1w8F5RvC4RUN6kc8SvmwdDyRi1OLP/view?usp=drive_link