C
Capture It Openly
Our project deals with removal of Unwanted subjects in an image with the help of an automated drawn mask over various subjects in an image and then regenerate the image after removing the subject
Created on 7th February 2021
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C
Capture It Openly
Our project deals with removal of Unwanted subjects in an image with the help of an automated drawn mask over various subjects in an image and then regenerate the image after removing the subject
The problem Capture It Openly solves
Current subject removal techniques are very tedious because a user has to select a subject by drawing a mask manually, whereas our model creates the mask automatically and the user just have to select the subject he/she want to remove which is very efficient.
Challenges we ran into
- We were not familiar with UNET architecture and CGANS ,so learning it was quite a tedious task
- Tuning the hyper parameters to reduce loss during the learning process
- Finding the correct dataset for the semantic segmenation and CGANS was the hardest part for us
Technologies used
Discussion
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