PinnedNilesh VijayraniainTowards Data ScienceDifferent Normalization Layers in Deep LearningPresently Deep Learning has been revolutionizing many subfields such as natural language processing, computer vision, robotics, etc. Deep…7 min read·Dec 10, 2020--1--1
PinnedNilesh VijayraniainTowards Data ScienceSelf-Supervised Learning Methods for Computer VisionWhat is Self-supervised Learning?9 min read·Dec 15, 2020--1--1
Nilesh VijayraniainTowards Data ScienceNon-Linear Augmentations For Deep LearningIn recent years, deep learning has made tremendous progress in developing systems that can learn from carefully labelled data.5 min read·Mar 13, 2021--1--1
Nilesh VijayraniainTowards Data ScienceHands on Review: BYOL(Bootstrap Your Own Latent)Lately, Self-supervised learning methods have become the cornerstone for unsupervised visual representation learning. One such method…6 min read·Jan 2, 2021----
Nilesh VijayraniainTowards Data ScienceDistributed Neural Network Training In PytorchWith several advancements in Deep Learning, complex networks such as giant transformer networks, wider and deeper Resnets, etc. have…6 min read·Dec 25, 2020--2--2
Nilesh VijayraniaCamera Image Perspective Transformation to different plane using OpenCVObjects In Mirror Are Closer Than They Appear5 min read·Dec 20, 2020----