GSoC - Coding Period Week 9

Work Done This Week (August 2nd to August 8th)

• Replaced the static images on the DevoLearn web-app with interactive Plotly images, this will allow users to :
  • Zoom into images
  • Pan across the zoomed image.
  • View images in full-screen mode
  • Save images as PNG

• The gif below showcases the new interactive plots.

• Added a threshold slider for the 2 segmentation models. This threshold is applied on the output from the model.

• The edges are more pronounced when the threshold is set to a larger value, a low threshold results in more cell-area being covered by the segmentation map, leading to more accurate centroid mapping.

• The images below illustrate the differences in output with diffferent threshold values.

• Created first official deployment of devolearn web-app from the official repository, feel free to give it a try - https://devolearn.herokuapp.com/

• The underlying code for the website could be found in the DevoLearn web-app repository