paper: Dual Path Networks
You can git clone this project and do as follows:
-
Download pretrained model from https://github.com/cypw/DPNs and put the pretrained model under
DPN/model/
file. -
I produce two ways of image data reading:
If you want to use .rec
file to train your model:
- Change some configuration in
run_train_rec.sh
, for example:--epoch
and--model
are corresponding to the pretrained model,--data-train
is your train.rec
file,--save-result
is the train result you want to save,--num-examples
is the number of your training data,--save-name
is the name of final model. - Run
sh run_train_rec.sh
If you want to use .lst
file and image to train your model:
- Change some configuration in
run_train_lst.sh
, for example:--epoch
and--model
are corresponding to the pretrained model,--data-train
is your train.lst
file,--image-train
is your train image file,--save-result
is the train result you want to save,--num-examples
is the number of your training data,--save-name
is the name of final model. - Run
sh run_train_lst.sh