show and tell 用tensorflow实现

训练集下载地址:
http://msvocds.blob.core.windows.net/coco2014/train2014.zip

验证集下载地址:
http://msvocds.blob.core.windows.net/coco2014/val2014.zip

图像描述下载地址:
http://msvocds.blob.core.windows.net/annotations-1-0-3/captions_train-val2014.zip

下载 训练集 和 验证集 ,并且转换格式:
bazel-bin/im2txt/download_and_preprocess_mscoco “data/mscoco”

在Inception V3 模型上微调:
train-00225-of-00256

训练:
bazel-bin/im2txt/train
–input_file_pattern=“data/mscoco/train-00225-of-00256”
–inception_checkpoint_file=“data/pretrained/inception_v3.ckpt”
–train_dir=“data/model/train”
–train_inception=false
–number_of_steps=80000

验证:
bazel-bin/im2txt/evaluate
–input_file_pattern=“data/mscoco/val-00003-of-00004”
–checkpoint_dir=“data/model/train”
–eval_dir=“data/model/eval”

测试:
bazel-bin/im2txt/run_inference
–checkpoint_path=data/model/train
–vocab_file=data/mscoco/word_counts.txt
–input_files=g3doc/002.jpgshow and tell 用tensorflow实现