GSSoC'24: OCR Detection (Image to Text) #56
Labels
enhancement
New feature or request
good first issue
Good for newcomers
gssoc
Associated with GSSOC
level3
Is your feature request related to a problem? Please describe.
A feature which enhances the functionality of the predictions of danger, or suicidal thoughts. When the victim is in danger and is unable to speak at the moment, a text can be displayed to the camera which can predict the outcomes and notify the nearby users accordingly. For suicide predictions, it is helpful in the situation where the victim is writing the death note, so that the camera may get a glimpse of the note, and via the predictions of the model, it can infer the outcomes.
Describe the solution you'd like
The sole purpose is to provide functionality for image to text conversion. For visualization, the frame will have the detected text surrounded with bounding boxes with the text detected and the confidence, if the latter surpasses a certain threshold. A pretrained model from
easyocr
will be used along withcv2
.Use Case
The extracted text can be used with the existing models in the repository that takes text as their primary input for various predictions.
Please assign it to me under GSSoC'24.
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