PreFace

Code vs Natural language classification using bert-small from prajwall, below are the metrics achieved

Training Metrics

Epoch	Training Loss	Validation Loss	Accuracy
1	0.022500	0.012705	0.997203
2	0.008700	0.013107	0.996880
3	0.002700	0.014081	0.997633
4	0.001800	0.010666	0.997526
5	0.000900	0.010800	0.998063

Github repo for installable python package: https://github.com/Vishnunkumar
Space on the extraction of code blocks from screenshots: https://huggingface.co/spaces/vishnun/SnapCode