cilynx
commented
1 year ago Some more examples:
- Labeling a specific dog -- breed detection kinda works in existing models, but not individual recognition
- Labeling a close-up like a license plate or the dash to a specific car when there isn't enough info in the picture to determine
- Labeling close-ups of amplifier components to the known model
- Labeling people to improve face recognition
Need a mechanism to assign known attributes as ground truth. For example, if I review a document, change its guessed date to its real date and mark that as Ground Truth, that fact should never be questioned by future algorithmic runs. This could eventually be used to make ML routines smarter.