PubTables-1M

• Quick Start:

• Pre-trained weights: Link

• Export to coco results colab: https://colab.research.google.com/drive/10NXNazTstmP8ZhYoDjHsA0LwHFUyaaOv?usp=sharing

• Evaluate (GritTS) colab: https://colab.research.google.com/drive/1t3Nje_bqEU_U7x_4scPGvbDTk92XYI26?usp=sharing

Update:

• Apr 3 2022:
  • Release pre-trained weights (20 epochs)

Code Installation

Create a virtual environment and activate it as follows

python -m venv env; source env/bin/activate
pip install -U pip

pip install -r requirements.txt

Evaluation

Method to evaluate metrics like precision/result:

python .\coco_error_analysis.py --ann ./data/nc_ttv/val/val.json ./data/nc_ttv/coco_out/coco_detection_output.json,./ data/nc_ttv/coco_out/coco_structure_output.json ./data/nc_ttv/coco_out

streamlit run app.py

Original README