tensorflow_maksrcnn_opencv

A Train Test demo of maskrcnn_opencv

depandend

• python3
• opencv (>3.4.3)
• tensorflow_gpu (12.0)
• cuda9.0 cudnn7.0

数据生成

• install labelme

sudo  pip3 install labelme

• generate tf.record

python3 create_tf_record.py \
    --images_dir=path_to_images_dir \   
    --annotations_json_dir=path_to_train_annotations_json_dir \ 
    --label_map_path=path_to_label_map.pbtxt \
    --output_path=path_to_train.record

download pretrain model

下载inception预训练模型

download tensorflow models

git clone https://github.com/tensorflow/models.git

traing

在models/research/object_detection目录下执行

python model_main.py \
    --model_dir=path/to/save/directory \
    --pipeline_config_path=path/to/mask_rcnn_inception_v2_xxx.config

pb2graph

get model graph txt

python tf_text_graph_rcnn.py