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(because of limited devices, I set --num-gpus and bs to 1. )
According to my understanding, the Base 10 script conducts the First 10 class training, refer to the 3-th line of table. The trained model can only detect the first 10 class.
However, the 10+10 script output a model that can only detect the last 10 class object, is it not the final model after continual learning?
And, what does the 10+10_ft do, though i am running this script.
Look forward to your reply!
The text was updated successfully, but these errors were encountered:
Hi, thanks for your ama~~~zing job!
I'd like to reproduce the 10+10 experiment according to Table 2 in your paper, which means i am running the scripts as follow:
(Base 10)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/base_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005
(10 + 10)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/10_p_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005
(10 + 10 _ ft)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/ft_10_p_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005
(because of limited devices, I set --num-gpus and bs to 1. )
According to my understanding, the Base 10 script conducts the First 10 class training, refer to the 3-th line of table. The trained model can only detect the first 10 class.
However, the 10+10 script output a model that can only detect the last 10 class object, is it not the final model after continual learning?
And, what does the 10+10_ft do, though i am running this script.
Look forward to your reply!
The text was updated successfully, but these errors were encountered: