Liveness Proof Label
I once worked on a small Liveness Proof image labeling task with around 400 images. The main responsibility was to check whether each image was a real live capture or a photo taken from another screen, such as a computer or mobile phone. I reviewed each image carefully and looked for obvious signs that it was not a direct live photo, like unusual lighting, screen borders, or visible reflections. I followed the given instructions step by step and tried to stay consistent in my decisions. Although it was a small task, it helped me understand how important attention to detail and careful checking are in data labeling. It was my first hands-on experience, and it made me interested in continuing this type of work.