Vijendra SinghNeRF for Dynamic Scenes: Literature SurveyBelow are the major papers I found worth reading to understand the evolution of NeRF, which can not only handle static scenes with fixed…Dec 18, 2023Dec 18, 2023
Vijendra SinghComputer Vision Basics — PerceptionIt will be nice to know a bit about electromagnetic radiation before we talk about how do we perceive. In simple terms, Electromagnetic…Sep 20, 2020Sep 20, 2020
Vijendra SinghOCR: Part 3 — OCR using image segmentation and CNNIn the last part, we saw how to recognize a random string in an image using CNN only. We trained the model using end to end approach but…Jan 3, 20199Jan 3, 20199
Vijendra SinghCustom Mask RCNN using Tensorflow Object detection APIA sample project for building Mask RCNN model to detect the custom objects using Tensorflow object detection API. I have tried to make…Oct 21, 201837Oct 21, 201837
Vijendra SinghCustom Faster RCNN using Tensorflow Object Detection APIA sample project for building Faster RCNN model to detect the custom object using Tensorflow object detection API. I have tried to make…Oct 2, 201811Oct 2, 201811
Vijendra SinghOCR: Part 2 — OCR using CNNIn the last part (part 1) of this series, we saw how to a generate a sample dataset for OCR using CNN. In this part, we will implement CNN…Jul 19, 20183Jul 19, 20183
Vijendra SinghOCR: Part 1 — Dataset GenerationOCR is a useful concept with the enormous number of applications. This Post will get you started with OCR. All good architecture uses CNN…Jul 14, 20181Jul 14, 20181
Vijendra SinghUnderstanding Entropy, Cross-Entropy and Cross-Entropy LossCross Entropy loss is one of the most widely used loss function in Deep learning and this almighty loss function rides on the concept of…Apr 3, 20187Apr 3, 20187
Vijendra SinghPersistent AWS Spot Instance for Deep learning using GUIAs a beginner when I started with Deep Learning, everything was fine as long as I was playing with Shallow Neural Networks using small…Mar 22, 20183Mar 22, 20183
