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runner.py
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runner.py
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import os
import sys
import importlib
from package.datasets import vaihingen, bing, inria
from package.models.drn_contours import DRNContours
from package import pretrain, train_baseline, train_contours, eval_contours
from package.utils.train_utils import overwrite_config
import package.config
def pretrain_vaihingen():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = train_baseline.run(config['pretrain_vaihingen'],
config,
vaihingen.VaihingenDataset,
DRNContours)
overwrite_config('vaihingen', 'restore', checkpoint_path)
def pretrain_bing():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = pretrain.run(config['pretrain_bing'],
config,
bing.BingDataset,
DRNContours)
overwrite_config('bing', 'restore', checkpoint_path)
def pretrain_inria():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = pretrain.run(config['pretrain_inria'],
config,
inria.InriaDataset,
DRNContours)
overwrite_config('inria', 'restore', checkpoint_path)
def train_vaihingen():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = train_contours.run(config['vaihingen'],
config,
vaihingen.VaihingenDataset,
DRNContours)
overwrite_config('vaihingen', 'eval_model', checkpoint_path)
def eval_vaihingen():
importlib.reload(package.config)
config = package.config.config
print("Eval vaihingen")
save_dir = eval_contours.run(config['vaihingen'],
vaihingen.VaihingenDataset,
DRNContours)
def train_bing():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = train_contours.run(config['bing'],
config,
bing.BingDataset,
DRNContours)
overwrite_config('bing', 'eval_model', checkpoint_path)
def eval_bing():
importlib.reload(package.config)
config = package.config.config
print("Eval bing")
save_dir = eval_contours.run(config['bing'],
bing.BingDataset,
DRNContours)
def train_inria():
importlib.reload(package.config)
config = package.config.config
checkpoint_path = train_contours.run(config['inria'],
config,
inria.InriaDataset,
DRNContours)
overwrite_config('inria', 'eval_model', checkpoint_path)
def eval_inria():
importlib.reload(package.config)
config = package.config.config
print("Eval inria")
save_dir = eval_contours.run(config['inria'],
inria.InriaDataset,
DRNContours)
if __name__ == "__main__":
# pretrain_vaihingen()
# train_vaihingen()
eval_vaihingen()
# pretrain_bing()
# train_bing()
eval_bing()
# pretrain_inria()
# train_inria()
eval_inria()