Install required packages:
pip install -r requirements.txt
Install Detectron2
python -m pip install 'git+https://github.com/facebookresearch/detectron2.git'
Create custom COCO dataset
Then you can run the voc2coco.py script to generate a COCO data formatted JSON file for you.
python voc2coco.py ./dataset/annotations ./dataset/coco/output.json
Further instruction on how to create your own datasets, read the THIS.
Then you can run the following Jupyter notebook to visualize the coco annotations.
COCO_Image_Viewer.ipynb
Training
python table_detect_train.py
Evaluation
python table_detect_test.py
The result looks like this:
