tf_doc_localisation

Requirements

1. tensorflow version==1.12.0
2. PIL (pip install PIL)
3. download part of the dataset，extract it to $MIDV_DATASET
4. Edit tf_doc_localisation/receipt_dataset.py line 18

midv_dir = MIDV_DATASET ## for example: /data/your_download_directory/midv_500

how to train the network

1. cd tf_doc_localisation
2. mkdir data
3. python synthesis_data.py
4. python receipt_dataset.py
5. python train.py

how to test

1. python test.py

some test samples.

case 1

case 2

failure case

todo

1. add evaluation code.
2. 🚧 🚧 🚧 🚧 🚧

tflite_convert
--output_file=255X340_frozen_model.tflite
--graph_def_file=255X340_inference.pb
--input_arrays=IteratorGetNext
--output_arrays=heats_map_regression/pred_keypoints/BiasAdd