Author:Bharath Kumar Bolla

Publications
Efficient Deep Learning Methods for Identification of Defective Casting Products Bharath Kumar Bolla, Mohan Kingam and Sabeesh Ethiraj EasyChair Preprint 7904
Revisiting Facial Key Point Detection - an Efficient Approach Using Deep Neural Networks Prathima Dileep, Bharath Bolla and Sabeesh Ethiraj EasyChair Preprint 7903
Augmentations: an Insight into Their Effectiveness on Convolution Neural Networks Sabeesh Ethiraj and Bharath Bolla EasyChair Preprint 7901
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks E Sabeesh and Bharath Kumar Bolla EasyChair Preprint 7320

Keyphrases

Augmentation paradox, Augmentations, CNN², Convolutional Neural Network², Custom CNN, Cutouts, deep learning³, defect detection, defective casting product, Depth-wise Separable convolutions, Efficient Transfer Learning², EfficientNetB2, facial key point detection, Facial keypoint detection, Facial Landmark Detection, fine-tuning, Global Average Pooling, inference time², Keras-autotuner, Mixup, MobileNet, MobileNetV2², NASNet, NASNetMobile², neural network, ResNet, ResNet50, SDSS, Transfer Learning, Xception.