Searcheing for efficient deep neural architecture (FPGANets) in MobileNetV3 Seach space
for image classification using evolutionary search process
Lung Vision
Determining the efficient architecture between ResNet-50 and Inception V2 for classifying
Pneumonia, Tuberculosis and Norma Lung
Finance Portfolio Manager
Developed Flask web app for stock trading, enabling user registration, quesrying for
stock, buying, selling
, viewing portfolio, and thier transaction history with security features.
EfficientNetV2 Optimization
Pruned 88% of channels of EfficientNetV2 resulting 14x smaller, 2.5x faster model with
14x fewer parameters with just 2% loss in accuracy.
