import?sys
import?os

import?argparse
import?numpy?as?np

IMG_MEAN?=?np.array（（104.00698793116.66876762122.67891434）?dtype=np.float32）

BATCH_SIZE?=?4
BN_WEIGHT_DECAY?=?0.9997
CKPT?=?0
DATA_DIRECTORY?=?‘/storage/ndong/data/auto/VOC/VOCdevkit/VOC2012‘
DATA_NAME?=?‘VOC12‘
IGNORE_LABEL?=?255
IMAGENET?=?‘./data/pretrained_models‘
INPUT_SIZE?=?513
LEARNING_RATE?=?0.01
MOMENTUM?=?0.9
NUM_CLASSES?=?21
NUM_GPUS?=?1
NUM_layerS?=?101
NUM_STEPS?=?600000
NUM_TRAIN?=?10582
NUM_VAL?=?1449
POWER?=?0.9
RANDOM_SEED?=?1234
RESTORE_FROM?=?None
SAVE_NUM_IMAGES?=?1
SAVE_PRED_EVERY?=?1000
SNAPSHOT_DIR?=?‘./snapshots‘
SPLIT_NAME?=?‘train‘
WEIGHT_DECAY?=?1e-4

parser?=?argparse.ArgumentParser（description=“DeepLabV3“）
parser.add_argument（“--batch-size“?type=int?default=BATCH_SIZE
????????????????????help=“Number?of?images?sent?to?the?network?in?one?step.“）
parser.add_argument（“--bn-weight-decay“?type=float?default=BN_WEIGHT_DECAY
????????????????????help=“Regularisation?parameter?for?batch?norm.“）
parser.add_argument（“--ckpt“?type=int?default=CKPT?
????????????????????help=“Checkpoint?to?restore.“）
parser.add_argument（“--data-dir“?type=str?default=DATA_DIRECTORY
????????????????????help=“Path?to?the?directory?containing?the?PASCAL?VOC?dataset.“）
parser.add_argument（“--data-name“?type=str?default=DATA_NAME
????????????????????help=“Name?of?the?dataset.“）
parser.add_argument（“--freeze-bn“?action=“store_true“
????????????????????help=“Whether?to?freeze?batch?norm?params.“）
parser.add_argument（“--ignore-label“?type=int?default=IGNORE_LABEL
????????????????????help=“The?index?of?the?label?to?ignore?during?the?training.“）
parser.add_argument（“--imagenet“?type=str?default=IMAGENET
????????????????????help=“Path?to?ImageNet?pretrained?weights.“）
parser.add_argument（“--input-size“?type=int?default=INPUT_SIZE
????????????????????help=“height?and?width?of?images.“）
parser.add_argument（“--learning-rate“?type=float?default=LEARNING_RATE
????????????????????help=“base?learning?rate?for?training?with?polynomial?decay.“）
parser.add_argument（“--momentum“?type=float?default=MOMENTUM
????????????????????help=“Momentum?component?of?the?optimiser.“）
parser.add_argument（“--not-restore-last“?action=“store_true“
????????????????????help=“Whether?to?not?restore?last?（FC）?layers.“）
parser.add_argument（“--num-classes“?type=int?default=NUM_CLASSES
????????????????????help=“Number?of?classes?to?predict?（including?background）.“）
parser.add_argument（“--num-gpus“?type=int?default=NUM_GPUS
????????????????????help=“Number?of?GPUs?to?use.“）
parser.add_argument（“--num-layers“?type=int?default=NUM_layerS
????????????????????help=“Number?of?layes?in?ResNet）.“）
parser.add_argument（“--num-steps“?type=int?default=NUM_STEPS
????????????????????help=“Number?of?training?steps.“）
parser.add_argument（“--power“?type=float?default=POWER
????????????????????help=“Decay?parameter?to?compute?the?learning?rate.“）
parser.add_argument（“--random-mirror“?action=“store_true

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\
?????文件????????1196??2018-02-12?03:06??DeepLabV3-Tensorflow-master\.gitignore
?????文件????????2914??2018-02-12?03:06??DeepLabV3-Tensorflow-master\README.md
?????文件???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\__init__.py
?????文件????????4191??2018-02-12?03:06??DeepLabV3-Tensorflow-master\config.py
?????文件????????3190??2018-02-12?03:06??DeepLabV3-Tensorflow-master\convert_voc12.py
?????文件????????4351??2018-02-12?03:06??DeepLabV3-Tensorflow-master\eval_voc12.py
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\
?????文件???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\__init__.py
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\
?????文件?????????401??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\__init__.py
?????文件????????7123??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\image_reader.py
?????文件??????698411??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\train.txt
?????文件????????3319??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\utils.py
?????文件???????95633??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\VOC12\val.txt
?????文件???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\__init__.py
?????文件????????3099??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\datasets\dataset_factory.py
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\nets\
?????文件??????????41??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\nets\__init__.py
?????文件???????10320??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\nets\deeplabv3.py
?????文件???????10507??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\nets\resnet_utils.py
?????文件???????15397??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\nets\resnet_v1.py
?????目錄???????????0??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\preprocess\
?????文件????????2058??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\preprocess\utils.py
?????文件????????1351??2018-02-12?03:06??DeepLabV3-Tensorflow-master\libs\preprocess\voc.py
?????文件?????????132??2018-02-12?03:06??DeepLabV3-Tensorflow-master\requirements.txt
?????文件?????????622??2018-02-12?03:06??DeepLabV3-Tensorflow-master\setup.sh
?????文件???????10199??2018-02-12?03:06??DeepLabV3-Tensorflow-master\train_voc12.py