TextBoxes-TensorFlow

TextBoxes re-implementation using tensorflow. This project is greatly inspired by slim project And many functions are modified based on SSD-tensorflow project Later, we will overwrite this project so make it more flexiable and modularized.

Author: Daitao Xing : [email protected] Jin Huang : [email protected]

Progress

2017/ 03/14  

data_processing phase finished Test：

1. Download the dataset， put 1/ folder and gt.mat uner ddata/sythtext/ folder（will wirte script）   
2. python datasets/data2record.py    
3. python image_processing.py    

output： batch_size * 300 * 300 * 3 image

2017/ 03/17  

Finish the design of training(can start training)

python train.py \
--train_dir=${TRAIN_DIR} \
--dataset_dir=${DATASET_DIR} \
--save_summaries_secs=60 \
--save_interval_secs=600 \
--weight_decay=0.0005 \
--optimizer=adam \
--learning_rate=0.001 \
--batch_size=32

Problems to be solved：

1. Need to redesign visualization		
2. image_processing can be improved

Next steps:

1. traing on other datasets
2. fine tunes
3. test
4. automatic downloading datasets and so on