APEX-Net

• Project Paper [ Link ]
• Project Website [ Link ]

Instruction To Setup Environment

• We have used Python 3.7 and Tensorflow 2.3.
• Install Anaconda
• Follow instructions from here to create an anaconda environment from environment.yml file.

Instruction To Run Code

• Run generate_data.py to generate dataset.
• Run main.py to start training the model.
• After 1000 epochs training ends and to check the model working run evaluate.py file.

Pre-trained model

• To run pre-trained model create a folder with name checkpoint and after downloading checkpoint file from here, unzip it and paste it into the checkpoint folder.
• Run evaluate.py to check the working.

Important Points

• Threshold value for valid plot is set to 0.5.

Citation

 
 @misc{gangopadhyay2021apexnet,
      title={APEX-Net: Automatic Plot Extractor Network}, 
      author={Aalok Gangopadhyay and Prajwal Singh and Shanmuganathan Raman},
      year={2021},
      eprint={2101.06217},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
 }

TODO

⚪ Update GUI code
⚪ Code formatting