VGG16 97% Train acc, 98% Val acc and 100% on TestSet
The Size of the dataset was 3000, It's a very small dataset that i got from kaggle.
Training Size: 2600
Val_size: 450
Test_size: 150
Trained for 50 Epochs but got the best val_loss at 14th epoch with 98% val Accuracy.
used checkpoints to get the best model.
Problems that i faced:
Image size was not equal for all. >> resized and croped for better result.
- Preprocessing -- done
- Model training -- done
- Front-end --
- Deployment --