DOMAIN OF DATASET CONTAINS SYMBOLS OF VEDIC PERIOD SUCH AS :-
SYMBOLS:-
-
OM
-
SWASTIKA
-
SRI-YANTRA
WORSHIPPING TOOL:-
-
FIVE DIFFERENT TYPES OF SANKHA
-
ANCIENT DESIGN KALASH
-
DIFFERENT DIYAS
In the project:-
Project is implemented using:-
- keras, Tensorflow, OpenCV, tkinter
Steps:-
- Data preprocessing (RGB to Grey & resizing)
- Training the model using CNN (test, train split, epoches)
- Getting done by plotting graph
- Use of 2X3 model for better accuracy
- GUI model
problems faced:-
- Overfitting
- problem with accuracy
- settling the dataset
further work:-
- deployment & enhancement of domain of dataset.