Participants are not allowed to label images by hand.
Participants are not allowed to use other datasets. They are only allowed to use the datasets provided.
Participants are not allowed to use arbitrary pre-trained models. Only ImageNet pre-trained models are allowed.
What are the boundaries of classifying by hand? Say you have a pre-trained ImageNet model, and you go through the output classes or layer activations, manually select the activations you expect to be relevant for faces but not text, and then train a classifier based on these labels is this manual labelling?
A question about the rules:
Participants are not allowed to label images by hand.
Participants are not allowed to use other datasets. They are only allowed to use the datasets provided.
Participants are not allowed to use arbitrary pre-trained models. Only ImageNet pre-trained models are allowed.
What are the boundaries of classifying by hand? Say you have a pre-trained ImageNet model, and you go through the output classes or layer activations, manually select the activations you expect to be relevant for faces but not text, and then train a classifier based on these labels is this manual labelling?
Yes, this is manual labeling and it is prohibited.
Feel free to ask me any other questions.