1f7672ce5a
* create psenet create psenet with weight from tensorflow * delete some useless code * repalce tab with 4 blanks * fix network bug, rewrite post-processing pse algorithm * update readme * update readme * add RepVGG * fix typo * add hrnetseg w18 w32 w48 * add hrnetseg with ocr w18 w32 w48 * merge hrnet and small, add hrnet_ocr * fix warning * change project name
61 lines
1.7 KiB
Python
61 lines
1.7 KiB
Python
import argparse
|
|
import struct
|
|
|
|
import _init_paths
|
|
import models
|
|
import torch
|
|
from config import config, update_config
|
|
|
|
|
|
def parse_args():
|
|
parser = argparse.ArgumentParser(description="Train keypoints network")
|
|
|
|
parser.add_argument("--cfg", help="experiment configure file name", type=str)
|
|
parser.add_argument("--ckpt_path", help="checkpoint path", required=True, type=str)
|
|
parser.add_argument("--save_path", help=".wts path", required=True, type=str)
|
|
|
|
parser.add_argument(
|
|
"opts",
|
|
help="Modify config options using the command-line",
|
|
default=None,
|
|
nargs=argparse.REMAINDER,
|
|
)
|
|
|
|
args = parser.parse_args()
|
|
update_config(config, args)
|
|
|
|
return args
|
|
|
|
|
|
def main():
|
|
args = parse_args()
|
|
|
|
model = eval("models." + config.MODEL.NAME + ".get_seg_model")(config)
|
|
|
|
print("=> loading model from {}".format(args.ckpt_path))
|
|
pretrained_dict = torch.load(args.ckpt_path, map_location="cpu")
|
|
model_dict = model.state_dict()
|
|
pretrained_dict = {
|
|
k[6:]: v for k, v in pretrained_dict.items() if k[6:] in model_dict.keys()
|
|
}
|
|
for k, _ in pretrained_dict.items():
|
|
print("=> loading {} from pretrained model".format(k))
|
|
model_dict.update(pretrained_dict)
|
|
model.load_state_dict(model_dict)
|
|
|
|
print("=> saving {} ".format(args.save_path))
|
|
f = open(args.save_path, "w")
|
|
f.write("{}\n".format(len(model.state_dict().keys())))
|
|
for k, v in model.state_dict().items():
|
|
vr = v.reshape(-1).cpu().numpy()
|
|
f.write("{} {} ".format(k, len(vr)))
|
|
for vv in vr:
|
|
f.write(" ")
|
|
f.write(struct.pack(">f", float(vv)).hex())
|
|
f.write("\n")
|
|
f.close()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|