PinnedAakarsh YelisettyinTowards Data ScienceObject Detection in 6 steps using Detectron2Let’s look at how to use FAIR’s (Facebook AI Research) Detectron 2 for Instance Detection on a custom dataset which involves text…Aug 3, 20205Aug 3, 20205
Aakarsh YelisettyinTowards Data ScienceHow to fool a Neural Network?With some adversarial inputs, neural networks can be tricked easily.Aug 17, 2020Aug 17, 2020
Aakarsh YelisettyinTowards Data ScienceUnderstanding Fast R-CNN and Faster R-CNN for Object Detection.Let’s understand these state-of-the-art region proposal based convolution neural networks in detail.Jul 13, 20204Jul 13, 20204
Aakarsh YelisettyinTowards Data ScienceUnderstanding Object Detection and R-CNN.Let’s look at what object detection is and understand the Region Proposal based CNN in detail.Jul 8, 20204Jul 8, 20204
Aakarsh YelisettyinTowards Data ScienceEntropy, Cross-Entropy, and KL-Divergence Explained!Let us try to understand the most widely used loss function — Cross-Entropy.Jun 17, 20203Jun 17, 20203