Molecular schemes identificator

We made a website that finds coordinates of the vertices, contour of the molecule from photo that you upload. The project was completed in 2 days at the Hack.Genesis hackathon.

Work process

1. Tracing the image to improve quality. To make it simplier, translating from a raster image to a vector.

2. Using the Harris detector, we determine the coordinates of the vertices.

3. Create a dictionary of images and determine what vertices are letters.

Algorithm

Click to see our calculations

Opportunities for improvement

• Search letters using CNN
• Use bit mapping to speed up photo processing
• Reduce images to the same size to improve nodes detection

Authors

@Anthonyvol @evro23x @elenaorlova @svaflica @lemarik

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The project is made in python without the use of machine learning